Pengyi Li
@yeshenpyI am currently a third-year PhD student @TJU-RL-Lab, focusing on RL, MARL, and ERL.
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I-Shaped Developer
I-shapedSpecialist — deep expertise in Python
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Repos
16
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0
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+18%
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Top Repositories
Research Papers and Code Repository on the Integration of Evolutionary Algorithms and Reinforcement Learning
This is the official implementation of ERL-Re2.
(ICML 2023) The official code for RACE: Improve Multi-Agent Reinforcement Learning with Representation Asymmetry and Collaborative Evolution
(ICML 2024) The official code for EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search
(NeurIPS 2025) LaRes: Evolutionary Reinforcement Learning with LLM-based Adaptive Reward Search
Original PyTorch implementation of PMIC from PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration
(ICML 2024) The official code for Value-Evolutionary-Based Reinforcement Learning
(NeurIPS 2025) COLA: Towards Efficient Multi-Objective Reinforcement Learning with Conflict Objective Regularization in Latent Space
(NeurIPS 2025) CORE: Collaborative Optimization with Reinforcement Learning and Evolutionary Algorithm for Floorplanning.
(ICML 2026) Code for paper: Neuro-evolutionary Continual Reinforcement Learning
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