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

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LaRe

Code for AAAI-25 accepted paper: Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning.

Installation & Applications

To run the code in MuJoCo, please refer to the "README.md" in the mujoco/ directory.

To run the code in MPE, please refer to the "README.md" in the mpe/ directory.

Citation

If you find this work useful, please cite our paper:

@article{qu2024latent,
  title={Latent Reward: LLM-Empowered Credit Assignment in Episodic Reinforcement Learning},
  author={Qu, Yun and Jiang, Yuhang and Wang, Boyuan and Mao, Yixiu and Wang, Cheems and Liu, Chang and Ji, Xiangyang},
  journal={arXiv preprint arXiv:2412.11120},
  year={2024}
}

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

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