2025
LaRes: Evolutionary Reinforcement Learning with LLM-based Adaptive Reward Search
NeurIPS 2025poster
The integration of evolutionary algorithms (EAs) with reinforcement learning (RL) has shown superior performance compared to standalone methods. However, previous research focuses on exploration in policy parameter space, while overlooking the reward function search. To bridge this gap, we propose *…