Search All 2022 Events

9 Results

<<   <   Page 1 of 1   >>   >
Overcoming Referential Ambiguity in language-guided goal-conditioned Reinforcement Learning
Hugo Caselles-Dupré · Olivier Sigaud · Mohamed CHETOUANI
Thu 9:00 Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal Reasoning
Wenhao Ding · Haohong Lin · Bo Li · DING ZHAO
Tue 14:00 Contrastive Learning as Goal-Conditioned Reinforcement Learning
Benjamin Eysenbach · Tianjun Zhang · Sergey Levine · Russ Salakhutdinov
Wed 14:00 Offline Goal-Conditioned Reinforcement Learning via $f$-Advantage Regression
Jason Yecheng Ma · Jason Yan · Dinesh Jayaraman · Osbert Bastani
Tue 14:00 Deep Hierarchical Planning from Pixels
Danijar Hafner · Kuang-Huei Lee · Ian Fischer · Pieter Abbeel
Discrete Compositional Representations as an Abstraction for Goal Conditioned Reinforcement Learning
Riashat Islam · Hongyu Zang · Anirudh Goyal · Alex Lamb · Kenji Kawaguchi · Xin Li · Romain Laroche · Yoshua Bengio · Remi Tachet des Combes
Thu 14:00 EAGER: Asking and Answering Questions for Automatic Reward Shaping in Language-guided RL
Thomas Carta · Pierre-Yves Oudeyer · Olivier Sigaud · Sylvain Lamprier
Wed 9:00 Model-based RL with Optimistic Posterior Sampling: Structural Conditions and Sample Complexity
Alekh Agarwal · Tong Zhang
Hierarchical Agents by Combining Language Generation and Semantic Goal Directed RL
Bharat Prakash · Nicholas Waytowich · Tim Oates · Tinoosh Mohsenin