thu-rllab

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1. MPTS MPTS Public

   Model Predictive Task Sampling

   Python 87 25

2. MoPPS MoPPS Public

   [KDD 2026] Can Prompt Difficulty be Online Predicted for Accelerating RL Finetuning of Reasoning Models?

   Python 78 23

3. PDTS PDTS Public

   [ICML 2025] Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments

   Python 63 21

4. CFCQL CFCQL Public

   Code for NeurIPS2023 accepted paper: Counterfactual Conservative Q Learning for Offline Multi-agent Reinforcement Learning.

   Python 42 7

5. LESR LESR Public

   LLM-Empowered State Representation for Reinforcement Learning (ICML2024 Accepted paper)

   Python 42 3

6. LaRe LaRe Public

   [AAAI-25] Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning.

   Python 34 5