by Jinbin Qiao Papers

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LaRes: Evolutionary Reinforcement Learning with LLM-based Adaptive Reward Search

Pengyi Li, Hongyao Tang, Jinbin Qiao et al.

NEURIPS 2025

R*: Efficient Reward Design via Reward Structure Evolution and Parameter Alignment Optimization with Large Language Models

Pengyi Li, Jianye Hao, Hongyao Tang et al.

ICML 2025