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| Robust Policy Gradient against Strong Data Corruption | Feb 11, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| TaSIL: Taylor Series Imitation Learning | May 30, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Handling Delay in Real-Time Reinforcement Learning | Mar 30, 2025 | MuJoCoreinforcement-learning | CodeCode Available | 0 |
| GO-DICE: Goal-Conditioned Option-Aware Offline Imitation Learning via Stationary Distribution Correction Estimation | Dec 17, 2023 | Imitation LearningMuJoCo | CodeCode Available | 0 |
| NerveNet: Learning Structured Policy with Graph Neural Networks | Jan 1, 2018 | Benchmarkingcontinuous-control | CodeCode Available | 0 |
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| Neural Network Dynamics for Model-Based Deep Reinforcement Learning with Model-Free Fine-Tuning | Aug 8, 2017 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
| Robust Reinforcement Learning via Adversarial training with Langevin Dynamics | Feb 14, 2020 | MuJoCoreinforcement-learning | CodeCode Available | 0 |
| ROER: Regularized Optimal Experience Replay | Jul 4, 2024 | continuous-controlContinuous Control | CodeCode Available | 0 |
| No Need for Interactions: Robust Model-Based Imitation Learning using Neural ODE | Apr 3, 2021 | Imitation LearningMuJoCo | CodeCode Available | 0 |
| TD3 with Reverse KL Regularizer for Offline Reinforcement Learning from Mixed Datasets | Dec 5, 2022 | D4RLMuJoCo | CodeCode Available | 0 |
| Generalized Adaptive Transfer Network: Enhancing Transfer Learning in Reinforcement Learning Across Domains | Jul 2, 2025 | Atari GamesChatbot | CodeCode Available | 0 |
| Novel Policy Seeking with Constrained Optimization | May 21, 2020 | DiversityMuJoCo | CodeCode Available | 0 |
| Continuous Control With Ensemble Deep Deterministic Policy Gradients | Nov 30, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Context-Based Soft Actor Critic for Environments with Non-stationary Dynamics | May 7, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Formal Language Constraints for Markov Decision Processes | Oct 2, 2019 | Atari GamesMuJoCo | CodeCode Available | 0 |
| Feudal Graph Reinforcement Learning | Apr 11, 2023 | Decision MakingGraph Clustering | CodeCode Available | 0 |
| TEAC: Intergrating Trust Region and Max Entropy Actor Critic for Continuous Control | Jan 1, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Offline Reinforcement Learning via Inverse Optimization | Feb 27, 2025 | Model Predictive ControlMuJoCo | CodeCode Available | 0 |
| Variational Delayed Policy Optimization | May 23, 2024 | MuJoCoReinforcement Learning (RL) | CodeCode Available | 0 |