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| The Intentional Unintentional Agent: Learning to Solve Many Continuous Control Tasks Simultaneously | Jul 11, 2017 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| The Ladder in Chaos: A Simple and Effective Improvement to General DRL Algorithms by Policy Path Trimming and Boosting | Mar 2, 2023 | MuJoCoReinforcement Learning (RL) | —Unverified | 0 | 0 |
| Theoretically Guaranteed Policy Improvement Distilled from Model-Based Planning | Jul 24, 2023 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Theoretically Principled Deep RL Acceleration via Nearest Neighbor Function Approximation | Oct 9, 2021 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 | 0 |
| Mind the Model, Not the Agent: The Primacy Bias in Model-based RL | Oct 23, 2023 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Time-Efficient Reward Learning via Visually Assisted Cluster Ranking | Nov 30, 2022 | Dimensionality ReductionMuJoCo | —Unverified | 0 | 0 |
| TIMRL: A Novel Meta-Reinforcement Learning Framework for Non-Stationary and Multi-Task Environments | Jan 13, 2025 | Decision MakingMeta Reinforcement Learning | —Unverified | 0 | 0 |
| TOM: Learning Policy-Aware Models for Model-Based Reinforcement Learning via Transition Occupancy Matching | May 22, 2023 | Model-based Reinforcement LearningMuJoCo | —Unverified | 0 | 0 |
| STOPS: Short-Term-based Volatility-controlled Policy Search and its Global Convergence | Jan 24, 2022 | MuJoCo | —Unverified | 0 | 0 |
