Timezone: »
Spotlight
Multi-Task Reinforcement Learning with Context-based Representations
Shagun Sodhani · Amy Zhang · Joelle Pineau
https://drive.google.com/file/d/1lRV72XaKoxZjgQrLXBJhsM82x54_1Vc4/view?usp=sharing
Author Information
Shagun Sodhani (Facebook AI Research)
Amy Zhang (FAIR / UC Berkeley)
Joelle Pineau (McGill, Facebook)
Related Events (a corresponding poster, oral, or spotlight)
-
2021 Poster: Multi-Task Reinforcement Learning with Context-based Representations »
Wed. Jul 21st 04:00 -- 06:00 AM Room
More from the Same Authors
-
2020 : Learning Invariant Representations for Reinforcement Learning without Reconstruction »
Amy Zhang -
2020 : Multi-Task Reinforcement Learning as a Hidden-Parameter Block MDP »
Amy Zhang -
2023 Poster: LIV: Language-Image Representations and Rewards for Robotic Control »
Yecheng Jason Ma · Vikash Kumar · Amy Zhang · Osbert Bastani · Dinesh Jayaraman -
2023 Poster: Optimal Goal-Reaching Reinforcement Learning via Quasimetric Learning »
Tongzhou Wang · Antonio Torralba · Phillip Isola · Amy Zhang -
2022 : Invited talks 3, Q/A, Amy, Rich and Liting »
Liting Sun · Amy Zhang · Richard Zemel -
2022 : Invited talks 3, Amy Zhang, Rich Zemel and Liting Sun »
Amy Zhang · Richard Zemel · Liting Sun -
2022 Poster: Online Decision Transformer »
Qinqing Zheng · Amy Zhang · Aditya Grover -
2022 Poster: Robust Policy Learning over Multiple Uncertainty Sets »
Annie Xie · Shagun Sodhani · Chelsea Finn · Joelle Pineau · Amy Zhang -
2022 Poster: Bisimulation Makes Analogies in Goal-Conditioned Reinforcement Learning »
Philippe Hansen-Estruch · Amy Zhang · Ashvin Nair · Patrick Yin · Sergey Levine -
2022 Spotlight: Robust Policy Learning over Multiple Uncertainty Sets »
Annie Xie · Shagun Sodhani · Chelsea Finn · Joelle Pineau · Amy Zhang -
2022 Spotlight: Bisimulation Makes Analogies in Goal-Conditioned Reinforcement Learning »
Philippe Hansen-Estruch · Amy Zhang · Ashvin Nair · Patrick Yin · Sergey Levine -
2022 Oral: Online Decision Transformer »
Qinqing Zheng · Amy Zhang · Aditya Grover -
2022 Poster: The Neural Race Reduction: Dynamics of Abstraction in Gated Networks »
Andrew Saxe · Shagun Sodhani · Sam Lewallen -
2022 Poster: Denoised MDPs: Learning World Models Better Than the World Itself »
Tongzhou Wang · Simon Du · Antonio Torralba · Phillip Isola · Amy Zhang · Yuandong Tian -
2022 Spotlight: The Neural Race Reduction: Dynamics of Abstraction in Gated Networks »
Andrew Saxe · Shagun Sodhani · Sam Lewallen -
2022 Spotlight: Denoised MDPs: Learning World Models Better Than the World Itself »
Tongzhou Wang · Simon Du · Antonio Torralba · Phillip Isola · Amy Zhang · Yuandong Tian -
2021 Poster: Out-of-Distribution Generalization via Risk Extrapolation (REx) »
David Krueger · Ethan Caballero · Joern-Henrik Jacobsen · Amy Zhang · Jonathan Binas · Dinghuai Zhang · Remi Le Priol · Aaron Courville -
2021 Oral: Out-of-Distribution Generalization via Risk Extrapolation (REx) »
David Krueger · Ethan Caballero · Joern-Henrik Jacobsen · Amy Zhang · Jonathan Binas · Dinghuai Zhang · Remi Le Priol · Aaron Courville -
2020 : Concluding Remarks »
Sarath Chandar · Shagun Sodhani -
2020 : Q&A by Rich Sutton »
Richard Sutton · Shagun Sodhani · Sarath Chandar -
2020 : Q&A with Irina Rish »
Irina Rish · Shagun Sodhani · Sarath Chandar -
2020 : Q&A with Jürgen Schmidhuber »
Jürgen Schmidhuber · Shagun Sodhani · Sarath Chandar -
2020 : Q&A with Partha Pratim Talukdar »
Partha Talukdar · Shagun Sodhani · Sarath Chandar -
2020 : Q&A with Katja Hoffman »
Katja Hofmann · Luisa Zintgraf · Rika Antonova · Sarath Chandar · Shagun Sodhani -
2020 Workshop: 4th Lifelong Learning Workshop »
Shagun Sodhani · Sarath Chandar · Balaraman Ravindran · Doina Precup -
2020 : Opening Comments »
Sarath Chandar · Shagun Sodhani -
2020 : Paper spotlight: Learning Invariant Representations for Reinforcement Learning without Reconstruction »
Amy Zhang -
2020 Poster: Invariant Causal Prediction for Block MDPs »
Amy Zhang · Clare Lyle · Shagun Sodhani · Angelos Filos · Marta Kwiatkowska · Joelle Pineau · Yarin Gal · Doina Precup -
2020 Affinity Workshop: Women in Machine Learning Un-Workshop »
Tatjana Chavdarova · Caroline Weis · Amy Zhang · Fariba Yousefi · Mandana Samiei · Larissa Schiavo -
2018 Poster: Composable Planning with Attributes »
Amy Zhang · Sainbayar Sukhbaatar · Adam Lerer · Arthur Szlam · Facebook Rob Fergus -
2018 Oral: Composable Planning with Attributes »
Amy Zhang · Sainbayar Sukhbaatar · Adam Lerer · Arthur Szlam · Facebook Rob Fergus