| Accelerating Diffusion Models in Offline RL via Reward-Aware Consistency Trajectory Distillation | Jun 9, 2025 | Decision MakingMuJoCo | —Unverified | 0 |
| Latent Space Energy-based Neural ODEs | Sep 5, 2024 | MuJoCo | —Unverified | 0 |
| Learning Complicated Manipulation Skills via Deterministic Policy with Limited Demonstrations | Mar 29, 2023 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| Learning Intrinsic Symbolic Rewards in Reinforcement Learning | Oct 8, 2020 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| Cross-Domain Imitation Learning with a Dual Structure | Jun 2, 2020 | Imitation LearningMuJoCo | —Unverified | 0 |
| Cooperative Multi-Agent Deep Reinforcement Learning in Content Ranking Optimization | Aug 8, 2024 | Deep Reinforcement LearningInformation Retrieval | —Unverified | 0 |
| Autoregressive Dynamics Models for Offline Policy Evaluation and Optimization | Apr 28, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Cooperative Heterogeneous Deep Reinforcement Learning | Nov 2, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Auto-Encoding Inverse Reinforcement Learning | Sep 29, 2021 | Decision MakingImitation Learning | —Unverified | 0 |
| Control Transformer: Robot Navigation in Unknown Environments through PRM-Guided Return-Conditioned Sequence Modeling | Nov 11, 2022 | MuJoCoNavigate | —Unverified | 0 |
| AutoDIME: Automatic Design of Interesting Multi-Agent Environments | Mar 4, 2022 | DiagnosticMuJoCo | —Unverified | 0 |
| Active Reinforcement Learning Strategies for Offline Policy Improvement | Dec 17, 2024 | Active Learningcontinuous-control | —Unverified | 0 |
| A Unifying Framework for Causal Imitation Learning with Hidden Confounders | Feb 11, 2025 | Imitation LearningMuJoCo | —Unverified | 0 |
| Actor-Director-Critic: A Novel Deep Reinforcement Learning Framework | Jan 10, 2023 | Action ClassificationDecision Making | —Unverified | 0 |
| Keyframe-Focused Visual Imitation Learning | Jun 11, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Continuous Neural Algorithmic Planners | Nov 29, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Continuous Mean-Zero Disagreement-Regularized Imitation Learning (CMZ-DRIL) | Mar 2, 2024 | Imitation LearningMuJoCo | —Unverified | 0 |
| A Unified Bellman Optimality Principle Combining Reward Maximization and Empowerment | Jul 26, 2019 | MuJoCoReinforcement Learning | —Unverified | 0 |
| Improving Context-Based Meta-Reinforcement Learning with Self-Supervised Trajectory Contrastive Learning | Mar 10, 2021 | Contrastive LearningMeta Reinforcement Learning | —Unverified | 0 |
| Improving Actor-Critic Reinforcement Learning via Hamiltonian Monte Carlo Method | Mar 22, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Continuously Discovering Novel Strategies via Reward-Switching Policy Optimization | Apr 4, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Improved Soft Actor-Critic: Mixing Prioritized Off-Policy Samples with On-Policy Experience | Sep 24, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Improved Communication Efficiency in Federated Natural Policy Gradient via ADMM-based Gradient Updates | Oct 9, 2023 | MuJoCo | —Unverified | 0 |
| Attraction-Repulsion Actor-Critic for Continuous Control Reinforcement Learning | Sep 17, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Adversarial Imitation Learning via Random Search | Aug 21, 2020 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 |