| SoftDICE for Imitation Learning: Rethinking Off-policy Distribution Matching | Jun 6, 2021 | Imitation LearningMuJoCo | —Unverified | 0 |
| DisTop: Discovering a Topological representation to learn diverse and rewarding skills | Jun 6, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Regret Minimization Experience Replay in Off-Policy Reinforcement Learning | May 15, 2021 | MuJoCoreinforcement-learning | CodeCode Available | 0 |
| Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-RL | May 14, 2021 | Inductive BiasMeta Reinforcement Learning | —Unverified | 0 |
| Context-Based Soft Actor Critic for Environments with Non-stationary Dynamics | May 7, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Autoregressive Dynamics Models for Offline Policy Evaluation and Optimization | Apr 28, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Reinforcement Learning using Guided Observability | Apr 22, 2021 | Decision MakingMuJoCo | —Unverified | 0 |
| Probabilistic Mixture-of-Experts for Efficient Deep Reinforcement Learning | Apr 19, 2021 | Deep Reinforcement LearningMixture-of-Experts | CodeCode Available | 0 |
| Reward function shape exploration in adversarial imitation learning: an empirical study | Apr 14, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Learning What To Do by Simulating the Past | Apr 8, 2021 | MuJoCo | CodeCode Available | 0 |
