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| Learning Loss Landscapes in Preference Optimization | Nov 10, 2024 | MuJoCo | —Unverified | 0 |
| Scalable Kernel Inverse Optimization | Oct 31, 2024 | MuJoCo | CodeCode Available | 0 |
| Zonal RL-RRT: Integrated RL-RRT Path Planning with Collision Probability and Zone Connectivity | Oct 31, 2024 | MuJoCoQ-Learning | CodeCode Available | 1 |
| Solving Minimum-Cost Reach Avoid using Reinforcement Learning | Oct 29, 2024 | MuJoCoreinforcement-learning | —Unverified | 0 |
| Learning Successor Features the Simple Way | Oct 29, 2024 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| Efficient Diversity-based Experience Replay for Deep Reinforcement Learning | Oct 27, 2024 | Atari GamesDecision Making | —Unverified | 0 |
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| Bayes Adaptive Monte Carlo Tree Search for Offline Model-based Reinforcement Learning | Oct 15, 2024 | D4RLModel-based Reinforcement Learning | CodeCode Available | 0 |
| Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement | Oct 15, 2024 | DisentanglementInductive Bias | CodeCode Available | 2 |
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| Kaleidoscope: Learnable Masks for Heterogeneous Multi-agent Reinforcement Learning | Oct 11, 2024 | DiversityMuJoCo | CodeCode Available | 1 |
| Neuroplastic Expansion in Deep Reinforcement Learning | Oct 10, 2024 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| Quality Diversity Imitation Learning | Oct 8, 2024 | continuous-controlContinuous Control | —Unverified | 0 |
| Efficient Model-Based Reinforcement Learning Through Optimistic Thompson Sampling | Oct 7, 2024 | continuous-controlContinuous Control | —Unverified | 0 |
| Model-Based Reward Shaping for Adversarial Inverse Reinforcement Learning in Stochastic Environments | Oct 4, 2024 | MuJoCo | —Unverified | 0 |
| ComaDICE: Offline Cooperative Multi-Agent Reinforcement Learning with Stationary Distribution Shift Regularization | Oct 2, 2024 | MuJoCoMulti-agent Reinforcement Learning | —Unverified | 0 |
| Learning to enhance multi-legged robot on rugged landscapes | Sep 14, 2024 | MuJoCo | —Unverified | 0 |
| Latent Space Energy-based Neural ODEs | Sep 5, 2024 | MuJoCo | —Unverified | 0 |
| Simultaneous Training of First- and Second-Order Optimizers in Population-Based Reinforcement Learning | Aug 27, 2024 | MuJoCoReinforcement Learning (RL) | —Unverified | 0 |
| The Exploration-Exploitation Dilemma Revisited: An Entropy Perspective | Aug 19, 2024 | MuJoCo | —Unverified | 0 |
| Markov Balance Satisfaction Improves Performance in Strictly Batch Offline Imitation Learning | Aug 17, 2024 | Density EstimationImitation Learning | —Unverified | 0 |
| Cooperative Multi-Agent Deep Reinforcement Learning in Content Ranking Optimization | Aug 8, 2024 | Deep Reinforcement LearningInformation Retrieval | —Unverified | 0 |
| SelfBC: Self Behavior Cloning for Offline Reinforcement Learning | Aug 4, 2024 | AttributeD4RL | —Unverified | 0 |
| MuJoCo MPC for Humanoid Control: Evaluation on HumanoidBench | Aug 1, 2024 | Humanoid ControlMuJoCo | CodeCode Available | 5 |