Synopsis of Social media discussions
The collective posts display strong agreement and interest by praising the paper’s innovative idea that dopamine encodes a reward distribution, with discussions referencing neural experiments and AI parallels. The tone is enthusiastic and highlights the research's potential to redefine reward prediction mechanisms, demonstrating deep engagement and acknowledgment of its broad significance.
Agreement
Moderate agreementMost discussions recognize the significance of the research and agree that it advances understanding of dopamine's role in reward processing.
Interest
High level of interestThe majority of social discussions show high curiosity and enthusiasm, often referencing the potential implications for neuroscience and artificial intelligence.
Engagement
High engagementParticipants actively cite examples, such as neural activity studies and future applications, indicating deep engagement with the research details.
Impact
High level of impactMany posts emphasize how this work could transform models of learning, brain function, and brain-inspired AI, indicating perceived high impact.
Social Mentions
YouTube
3 Videos
Bluesky
1 Posts
1 Posts
99 Posts
News
7 Articles
Metrics
Video Views
491
Total Likes
196
Extended Reach
226,356
Social Features
111
Timeline: Posts about article
Top Social Media Posts
Will Dabney
Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature!
Read it here: https://t.co/d37sHm879r
Shout out to the amazing artists/designers at @DeepMind who make this possible, while we get to focus on the research. https://t.co/5FvyxMPkWn
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Trends in Cognitive Sciences
Beyond the Average View of Dopamine
Angela Langdon & Nathaniel Daw discuss "A distributional code for value in dopamine-based reinforcement learning", https://t.co/nD2GdPVL5L
@nathanieldaw, @wwdabney, @zebkDotCom, @naoshigeuchida, @demishassabis
https://t.co/aiA4aJtKYp
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Christopher McElveen
@judegomila Also, seems rather obvious in hind sight but this breakthrough could enable machines to have a reason to teach themselves: https://t.co/NpRDD0osdO
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Deep Learning London
"A distributional code for value in dopamine-based reinforcement learning" https://t.co/oGbWNQPCX7
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fj
@KenCaldeira map the future for social tipping points
A distributional code for value in dopamine-based reinforcement learning
15JAN2020
https://t.co/XL1IHHUkxx
how the brain keeps track of everything that might happen next
https://t.co/ENqTnaXnbU https://t.co/BmwSzmAG6S
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Posts referencing the article
AI's Impact on Jobs and Universal Basic Income Analysis
Les Agoras du MFRB présente un cycle sur le revenu de base. Dans cette vidéo, Fabien Furfaro discute des conséquences de l'intelligence artificielle sur le travail et la nécessité d'un revenu de base en tant que transition vers une société durable.
January 30, 2024
443 views
Dopamine's Role in Reinforcement Learning and Neural Reward Prediction
This video explores how dopamine encodes reward predictions, suggesting the brain represents a distribution of possible future rewards, inspired by AI research, with supporting experiments in mice.
December 3, 2021
26 views
Dopamine's Role in Reinforcement Learning and Neural Reward Prediction
This video explores how dopamine encodes reward predictions, possibly representing a distribution of potential future rewards. It discusses recent research on neural activity in mice supporting this expanded view of reward learning and decision-making.
December 3, 2021
23 views
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RT @gecko39: Amazing how biological science in 30JAN2020 Nature describes "foreseeing AND (potentially) enabling" A distributional code f…
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@gecko39 (Twitter)RT @gecko39: Amazing how biological science in 30JAN2020 Nature describes "foreseeing AND (potentially) enabling"... A distributional cod…
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@gecko39 (Twitter)RT @gecko39: Amazing how biological science in 30JAN2020 Nature describes "foreseeing AND (potentially) enabling" A distributional code f…
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@gecko39 (Twitter)RT @gecko39: Amazing how biological science in 30JAN2020 Nature describes "foreseeing AND (potentially) enabling"... A distributional cod…
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@gecko39 (Twitter)Amazing how biological science in 30JAN2020 Nature describes "foreseeing AND (potentially) enabling"... A distributional code for value in dopamine-based reinforcement learning https://t.co/HQLTLmQicd ...as being pleasurable; which may more accurately describe what we do &
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@gecko39 (Twitter)Amazing how biological science in 30JAN2020 Nature describes "foreseeing AND (potentially) enabling" A distributional code for value in dopamine-based reinforcement learning https://t.co/HQLTLmQicd as being pleasurable; which may more accurately describe what we do & should be https://t.co/70ZvZdseur
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@gecko39 (Twitter)RT @gecko39: https://t.co/HQLTLmQicd A distributional code for value in dopamine-based reinforcement learning 15JAN2020
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@gecko39 (Twitter)https://t.co/HQLTLmQicd A distributional code for value in dopamine-based reinforcement learning 15JAN2020
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Adam Lowet
@Adam_Lowet (Twitter)Later work from @wwdabney and colleagues (https://t.co/3Yl9lCUKoW) suggested that the heterogeneity observed in VTA dopamine neurons had the right structure to serve as a distributional RL teaching signal in the brain. 3/n
view full postJanuary 23, 2024
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Jan Drugowitsch
@jdrugowitsch (Twitter)Previous work by @wwdabney and colleagues (https://t.co/kXwmAqsBvt) showed that VTA dopamine activity appears to provide signals for learning whole reward distributions rather than just their means. 3/6
view full postJanuary 5, 2024
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Jan Drugowitsch
@jdrugowitsch.bsky.social (Bluesky)Previous work by @wwdabney and colleagues (https://doi.org/10.1038/s41586-019-1924-6) showed that VTA dopamine activity appears to provide signals for learning whole reward distributions rather than just their means. 3/6
view full postJanuary 5, 2024
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fj
@gecko39 (Twitter)RT @gecko39: @KenCaldeira map the future for social tipping points A distributional code for value in dopamine-based reinforcement learni…
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@gecko39 (Twitter)RT @gecko39: A distributional code for value in dopamine-based reinforcement learning 15JAN20 https://t.co/HQLTLmQicd
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Meg@健康×自転車
@meg_mur2 (Twitter)【論文サーベイメモ】 Dabney, W., Kurth-Nelson, Z., Uchida, N., Starkweather, C. K., Hassabis, D., Munos, R., & Botvinick, M. (2020). A distributional code for value in dopamine-based reinforcement learning. Nature, 577(7792), Article 7792. https://t.co/fVlL2OtpTu（1/n）
view full postFebruary 21, 2023
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Reinforcement Learning Bot
@ReinforcementB (Twitter)RT @gecko39: @KenCaldeira map the future for social tipping points A distributional code for value in dopamine-based reinforcement learni…
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fj
@gecko39 (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
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Philip Shropshire
@mrpshropshire (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
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fj
@gecko39 (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
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@gecko39 (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
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@gecko39 (Twitter)RT @gecko39: @KenCaldeira map the future for social tipping points A distributional code for value in dopamine-based reinforcement learni…
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@gecko39 (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
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@gecko39 (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
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@gecko39 (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
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@gecko39 (Twitter)map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020 https://t.co/XL1IHHUkxx how the brain keeps track of everything that might happen next https://t.co/ENqTnaXnbU https://t.co/BmwSzmAG6S @KenCaldeira https://t.co/tnxJgGFWRf
view full postSeptember 28, 2021
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@gecko39 (Twitter)@KenCaldeira map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020 https://t.co/XL1IHHUkxx how the brain keeps track of everything that might happen next https://t.co/ENqTnaXnbU https://t.co/BmwSzmAG6S
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@gecko39 (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
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@gecko39 (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
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CPSYMAP
@CPSYMAP (Twitter)A new paper has been registered in CPSYMAP. "A distributional code for value in dopamine-based reinforcement learning" Will Dabney, Zeb Kurth-Nelson, Naoshige Uchida, Clara Kwon Starkweather, Demis Hassabis, Rémi Mun... https://t.co/PN3yr36H7x
view full postAugust 30, 2021
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fj
@gecko39 (Twitter)RT @gecko39: A distributional code for value in dopamine-based reinforcement learning 15JAN20 https://t.co/HQLTLmQicd
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Reinforcement Learning Bot
@ReinforcementB (Twitter)RT @gecko39: A distributional code for value in dopamine-based reinforcement learning 15JAN20 https://t.co/HQLTLmQicd
view full postJuly 11, 2021
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@gecko39 (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
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@gecko39 (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
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@gecko39 (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
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ASED|5..ᴼᶰˡʸ1¨2'⋰-YTmp3.CC®-⋱-\
@ASED80136050 (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
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Reinforcement Learning Bot
@ReinforcementB (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
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Reinforcement Learning Bot
@ReinforcementB (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
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fj
@gecko39 (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
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Reinforcement Learning Bot
@ReinforcementB (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
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fj
@gecko39 (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
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@gecko39 (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
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Masa Yamamoto予測誤差が大きい人生を楽しもう
@mshero_y (Twitter)RT @rinatie_ceo: A distributional code for value in dopamine-based reinforcement learning | Nature https://t.co/bqENRzLh9N
view full postNovember 29, 2020
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Reinforcement Learning Bot
@ReinforcementB (Twitter)RT @rinatie_ceo: A distributional code for value in dopamine-based reinforcement learning | Nature https://t.co/bqENRzLh9N
view full postNovember 28, 2020
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Rina Saltman
@rinatie_ceo (Twitter)A distributional code for value in dopamine-based reinforcement learning | Nature https://t.co/bqENRzLh9N
view full postNovember 28, 2020
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Reinforcement Learning Bot
@ReinforcementB (Twitter)RT @TrendsCognSci: Beyond the Average View of Dopamine Angela Langdon & Nathaniel Daw discuss "A distributional code for value in dopamine…
view full postOctober 30, 2020
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fj
@gecko39 (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
view full postAugust 23, 2020
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Antonino π Greco
@_AntoninoGreco (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postJuly 29, 2020
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Rina Saltman
@rinatie_ceo (Twitter)A distributional code for value in dopamine-based reinforcement learning https://t.co/bqENRzLh9N
view full postJuly 25, 2020
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Christopher McElveen
@chrisamcelveen (Twitter)@judegomila Also, seems rather obvious in hind sight but this breakthrough could enable machines to have a reason to teach themselves: https://t.co/NpRDD0osdO
view full postJuly 18, 2020
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fj
@gecko39 (Twitter)map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020 https://t.co/XL1IHHUkxx how the brain keeps track of everything that might happen next https://t.co/ENqTnaXnbU
view full postJuly 8, 2020
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@gecko39 (Twitter)map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020 https://t.co/XL1IHHUkxx how the brain keeps track of everything that might happen next https://t.co/ENqTnaXnbU https://t.co/wKuQ9NCpUx
view full postJuly 8, 2020
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fj
@gecko39 (Twitter)map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020 https://t.co/XL1IHHUkxx how the brain keeps track of everything that might happen next https://t.co/ENqTnaXnbU https://t.co/BmwSzmAG6S https://t.co/NPCpJnY3Nt
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@gecko39 (Twitter)RT @gecko39: map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020…
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fj
@gecko39 (Twitter)map the future for social tipping points A distributional code for value in dopamine-based reinforcement learning 15JAN2020 https://t.co/HQLTLmQicd how the brain keeps track of everything that might happen next https://t.co/ySnPI2kOXV
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@gecko39 (Twitter)RT @gecko39: A distributional code for value in dopamine-based reinforcement learning 15JAN20 https://t.co/HQLTLmQicd
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fj
@gecko39 (Twitter)RT @gecko39: A distributional code for value in dopamine-based reinforcement learning 15JAN20 https://t.co/HQLTLmQicd
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fj
@gecko39 (Twitter)A distributional code for value in dopamine-based reinforcement learning 15JAN20 https://t.co/HQLTLmQicd
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mark orloff
@orloffma (Twitter)a report from lab meeting today—we talked about the distributional code for RL (https://t.co/YOG7qAqwBv) paper which came out earlier this year. Had an interesting discussion about if these neurons are spatially organized somehow (possibly like orientation sensitive cells in V1?)
view full postJune 5, 2020
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@IngridVasiliu (Twitter)RT @IngridVasiliu: How humans learn...
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@IngridVasiliu (Twitter)How humans learn...
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Nathaniel Daw
@nathanieldaw (Twitter)RT @TrendsCognSci: Beyond the Average View of Dopamine Angela Langdon & Nathaniel Daw discuss "A distributional code for value in dopamine…
view full postMay 18, 2020
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Trends in Cognitive Sciences
@TrendsCognSci (Twitter)Beyond the Average View of Dopamine Angela Langdon & Nathaniel Daw discuss "A distributional code for value in dopamine-based reinforcement learning", https://t.co/nD2GdPVL5L @nathanieldaw, @wwdabney, @zebkDotCom, @naoshigeuchida, @demishassabis https://t.co/aiA4aJtKYp
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1876
@a1876o (Twitter)RT @DeepMind: Read our @nature paper "A distributional code for value in dopamine-based reinforcement learning" online here: https://t.co/Y…
view full postApril 26, 2020
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@a1876o (Twitter)RT @DeepMind: Read our @nature paper "A distributional code for value in dopamine-based reinforcement learning" online here: https://t.co/Y…
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Huw Jarvis
@huwbris (Twitter)RT @DeepMind: Read our @nature paper "A distributional code for value in dopamine-based reinforcement learning" online here: https://t.co/Y…
view full postApril 10, 2020
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FanT
@Hu_xijiu (Twitter)A distributional code for value in dopamine-based reinforcement learning | Nature https://t.co/s40d43jYvD
view full postFebruary 25, 2020
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Oleg A. Chagin
@Oleg_A_Chagin (Twitter)A distributional code for value in dopamine-based reinforcement learning | Nature https://t.co/ebvEzotT7P
view full postFebruary 15, 2020
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Taro Xiaozhi Yang
@taroyang3302 (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postFebruary 8, 2020
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ChinHuiChen
@jcchinhui (Twitter)RT @DeepMind: Read our @nature paper "A distributional code for value in dopamine-based reinforcement learning" online here: https://t.co/Y…
view full postFebruary 1, 2020
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Scott Niekum
@scottniekum (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postFebruary 1, 2020
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Leon Derczynski ✍
@LeonDerczynski (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postJanuary 31, 2020
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Daniel
@dannyehb (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postJanuary 31, 2020
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Tushar Jain
@unilarity1 (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postJanuary 30, 2020
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Xiao Li
@XiaoLi007 (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postJanuary 30, 2020
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David Miller
@dmmiller597 (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postJanuary 30, 2020
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Nattha Saravutanukul
@n3nnnnn (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postJanuary 30, 2020
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Takamitsu Watanabe
@takamitsu_w (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postJanuary 30, 2020
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Gul Muneer
@GulMuneerBaloch (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postJanuary 30, 2020
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Karl Tuyls
@karl_tuyls (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postJanuary 30, 2020
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Diego Urgelés
@diegourgeles (Twitter)A distributional code for value in dopamine-based reinforcement learning | Nature https://t.co/WTMwM2iIrx
view full postJanuary 30, 2020
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Brian Dean
@bdean_ (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postJanuary 29, 2020
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Caroline Chung, MD
@ca_chung (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postJanuary 29, 2020
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Joab Santana
@job_santana (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postJanuary 29, 2020
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Nikolay Savinov
@SavinovNikolay (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postJanuary 29, 2020
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Sergio (
@sguada (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postJanuary 29, 2020
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Max Jaderberg
@maxjaderberg (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postJanuary 29, 2020
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Han Guo
@HanGuo97 (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postJanuary 29, 2020
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Florian Laurent
@MasterScrat (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postJanuary 29, 2020
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Trevor Back
@TrevorBack (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postJanuary 29, 2020
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Piotr Mirowski @bsky.social
@MirowskiPiotr (Twitter)RT @wwdabney: Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here:…
view full postJanuary 29, 2020
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Will Dabney
@wwdabney (Twitter)Our paper 'A distributional code for value in dopamine-based reinforcement learning' on the cover of @nature! Read it here: https://t.co/d37sHm879r Shout out to the amazing artists/designers at @DeepMind who make this possible, while we get to focus on the research. https://t.co/5FvyxMPkWn
view full postJanuary 29, 2020
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mshingote
@mayur_shingote (Twitter)RT @DeepMind: Read our @nature paper "A distributional code for value in dopamine-based reinforcement learning" online here: https://t.co/Y…
view full postJanuary 24, 2020
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Dani Elmi
@danielaelmi (Twitter)A distributional code for value in dopamine-based reinforcement learning https://t.co/6bcP7AxH8T
view full postJanuary 24, 2020
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mshingote
@mayur_shingote (Twitter)RT @DeepMind: Read our @nature paper "A distributional code for value in dopamine-based reinforcement learning" online here: https://t.co/Y…
view full postJanuary 23, 2020
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mshingote
@mayur_shingote (Twitter)RT @DeepMind: Read our @nature paper "A distributional code for value in dopamine-based reinforcement learning" online here: https://t.co/Y…
view full postJanuary 23, 2020
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Truett Preslar
@Preslart (Twitter)RT @DeepMind: Read our @nature paper "A distributional code for value in dopamine-based reinforcement learning" online here: https://t.co/Y…
view full postJanuary 22, 2020
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aggregate intellect
@AISC_TO (Twitter)[In human brains, reward might be a distribution instead of a single value] A distributional code for value in dopamine-based reinforcement learning https://t.co/SDe86NeaZn https://t.co/AQqzPphE8X
view full postJanuary 22, 2020
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mshingote
@mayur_shingote (Twitter)RT @DeepMind: Read our @nature paper "A distributional code for value in dopamine-based reinforcement learning" online here: https://t.co/Y…
view full postJanuary 22, 2020
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mshingote
@mayur_shingote (Twitter)RT @DeepMind: Read our @nature paper "A distributional code for value in dopamine-based reinforcement learning" online here: https://t.co/Y…
view full postJanuary 21, 2020
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Mity HQ
@MityHQ (Twitter)"A distributional code for value in dopamine-based reinforcement learning" https://t.co/BGgfSbpoj2
view full postJanuary 21, 2020
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Deep Learning London
@deeplearningldn (Twitter)"A distributional code for value in dopamine-based reinforcement learning" https://t.co/oGbWNQPCX7
view full postJanuary 21, 2020
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The Role of Executive Function in Shaping Reinforcement Learning ...
10.1038/s41586-019-1924-6 [PubMed: 31942076] 19. Daniel R, Radulescu A, & Niv Y (2020). Intact Reinforcement Learning But Impaired Attentional Control ...
view full postDecember 16, 2025
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Stella Collins - Neuroscience For Learning and Development - How ...
https://doi.org/10.1038/s41586-019-1924-6 (archived at https://perma.cc/CP2G- Q46W) Exceptional Leaders Lab (2022) It's time to give Noel Burch some credit ...
view full postDecember 16, 2025
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Algunas Referencias: https://doi.org/10.1038/s41586-019-1924-6 ... (2020). A distributional code for value in dopamine-based reinforcement ...
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目次 | Nature | Nature Portfolio
doi: 10.1038/s41586-019-1924-6. 日本語要約 Full Text PDF. 幹細胞：交感神経の過剰な活性化はメラノサイト幹細胞の枯渇を促す. Hyperactivation of ...
view full postJanuary 30, 2020
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Nature ハイライト：未来のマッピング：次に起こり得るあらゆる ...
doi: 10.1038/s41586-019-1924-6. 日本語要約 Full Text PDF. 2020年1月30日号の Nature ハイライト. 物性物理学：水素の金属化. 物性物理学：双対性の ...
view full postJanuary 30, 2020
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AI learning technique may illustrate function of reward pathways in ...
DOI: 10.1038/s41586-019-1924-6. Journal information: Nature. © 2020 Science X Network. + Explore further. Sugar changes the chemistry of your ...
view full postJanuary 17, 2020
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AI learning technique may illustrate function of reward pathways in ...
DOI: 10.1038/s41586-019-1924-6. A team of researchers from DeepMind, University College and Harvard. University has found that lessons learned ...
view full postJanuary 17, 2020
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研究建立多巴胺强化学习的价值分配代码—小柯机器人—科学网
DOI: 10.1038/s41586-019-1924-6. Source: https://www.nature.com/articles/s41586-019-1924-6. 期刊信息. Nature：《自然》，创刊于1869年。隶属于施普 ...
view full postJanuary 16, 2020
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Abstract Synopsis
- The paper discusses how dopamine in the brain is thought to encode reward predictions, traditionally seen as a single number representing the expected reward, but the authors propose that it might actually represent a whole distribution of possible future rewards.
- Inspired by recent AI research, the authors suggest that the brain might process multiple potential outcomes at once, rather than just the average, which could explain more complex reward learning.
- Their experiments with mice support this idea, showing neural activity consistent with the brain representing a distribution of future rewards, giving us a new way to understand how dopamine helps with learning and decision-making.]
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