Author : Annie Xie, Dylan P. Losey, Ryan Tolsma, Chelsea Finn, Dorsa Sadigh
Paper Link : arxiv.org/abs/2011.06619
Website : sites.google.com/view/latent-strategies/
Talk : www.youtube.com/watch?v=-gCFcgb08jo
Author : Annie Xie, Dylan P. Losey, Ryan Tolsma, Chelsea Finn, Dorsa Sadigh
Paper Link : arxiv.org/abs/2011.06619
Website : sites.google.com/view/latent-strategies/
Talk : www.youtube.com/watch?v=-gCFcgb08jo
Author : Tony Z. Zhao*, Anusha Nagabandi*, Kate Rakelly*, Chelsea Finn, Sergey Levine
Paper Link : arxiv.org/abs/2010.13957
Website : sites.google.com/view/meld-lsm/home
Code: https://github.com/tonyzhaozh/meld
Talk : https://youtu.be/P7Z68dRvne4
Author : Homanga Bharadhwaj, Aviral Kumar, Nicholas Rhinehart, Sergey Levine, Florian Shkurti, Animesh Garg
Paper Link : arxiv.org/abs/2010.14497
Website : sites.google.com/view/conservative-safety-critics/home
OpenReview : openreview.net/forum?id=iaO86DUuKi
Talk : TBD
Video : www.youtube.com/watch?v=1E6wtSSL2Zs
Author : Andrew C. Miller, Nicholas J. Foti, Emily Fox
Paper Link : https://arxiv.org/abs/2008.02852
애플의 혈당예측 논문
Author : Matthew Botvinick, Jane X. Wang, Will Dabney, Kevin J. Miller, Zeb Kurth-Nelson
Paper Link : https://doi.org/10.1016/j.neuron.2020.06.014
0. ABSTRACT
1. AN INTRODUCTION TO DEEP RL
2. DEEP RL AND NEUROSCIENCE
3. VANGUARD STUDIES (선행연구)
4. TOPICS FOR NEXT-STEP REASEARCH
4.1. REPRESENTATION LEARNING
4.2. MODEL-BASED RL
4.3. MEMORY
4.4. EXPLORATION
4.5. COGNITIVE CONTROL AND ACTION HIERARCHIES
4.6. SOCIAL COGNITION
5. CHALLENGES AND CAVEATS
[정리] Deep Neuroethology of a Virtual Rodent (Josh Merel, ICLR, 2020) (0) | 2020.06.04 |
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