| STOPS: Short-Term-based Volatility-controlled Policy Search and its Global Convergence | Jan 24, 2022 | MuJoCo | —Unverified | 0 |
| Recursive Least Squares Advantage Actor-Critic Algorithms | Jan 15, 2022 | Computational Efficiencycontinuous-control | —Unverified | 0 |
| Comparing Model-free and Model-based Algorithms for Offline Reinforcement Learning | Jan 14, 2022 | modelMuJoCo | —Unverified | 0 |
| SimSR: Simple Distance-based State Representation for Deep Reinforcement Learning | Dec 31, 2021 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 1 |
| Self Reward Design with Fine-grained Interpretability | Dec 30, 2021 | Deep Reinforcement LearningFairness | CodeCode Available | 0 |
| Multiagent Model-based Credit Assignment for Continuous Control | Dec 27, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| CEM-GD: Cross-Entropy Method with Gradient Descent Planner for Model-Based Reinforcement Learning | Dec 14, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| OstrichRL: A Musculoskeletal Ostrich Simulation to Study Bio-mechanical Locomotion | Dec 11, 2021 | MuJoCoreinforcement-learning | CodeCode Available | 1 |
| Residual Pathway Priors for Soft Equivariance Constraints | Dec 2, 2021 | MuJoCo | CodeCode Available | 1 |
| Offline Model-based Adaptable Policy Learning | Dec 1, 2021 | Decision Makingmodel | CodeCode Available | 1 |
