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| Surrogate-Assisted Evolutionary Reinforcement Learning Based on Autoencoder and Hyperbolic Neural Network | May 26, 2025 | Evolutionary AlgorithmsMuJoCo | —Unverified | 0 |
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| LLM-Explorer: A Plug-in Reinforcement Learning Policy Exploration Enhancement Driven by Large Language Models | May 21, 2025 | MuJoCoReinforcement Learning (RL) | —Unverified | 0 |
| Policy-Driven World Model Adaptation for Robust Offline Model-based Reinforcement Learning | May 19, 2025 | D4RLmodel | —Unverified | 0 |
| Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains | May 12, 2025 | continuous-controlContinuous Control | —Unverified | 0 |
| Offline Multi-agent Reinforcement Learning via Score Decomposition | May 9, 2025 | continuous-controlContinuous Control | —Unverified | 0 |
| Variational OOD State Correction for Offline Reinforcement Learning | May 1, 2025 | Decision MakingMuJoCo | —Unverified | 0 |
| Directly Forecasting Belief for Reinforcement Learning with Delays | May 1, 2025 | D4RLMuJoCo | CodeCode Available | 0 |
| Text-to-Decision Agent: Learning Generalist Policies from Natural Language Supervision | Apr 21, 2025 | MuJoCoZero-shot Generalization | —Unverified | 0 |
