Pengyi Li

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 15

Top Topics

Mutual Information

Diffusion Model

Cooperative Coevolution

Top Venues

Int. J. Softw. Eng. Knowl. Eng.

Publications

Zibin Dong, Yifu Yuan, Jianye Hao, Fei Ni, Yi Ma, Pengyi Li, Yan Zheng
CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making. CoRR (2024)
Zibin Dong, Jianye Hao, Yifu Yuan, Fei Ni, Yitian Wang, Pengyi Li, Yan Zheng
DiffuserLite: Towards Real-time Diffusion Planning. CoRR (2024)
Ke Xue, Ren-Jian Wang, Pengyi Li, Dong Li, Jianye Hao, Chao Qian
Sample-Efficient Quality-Diversity by Cooperative Coevolution. ICLR (2024)
Ovanes Petrosian, Pengyi Li, Yulong He, Jiarui Liu, Zhaoruikun Sun, Guofeng Fu, Liping Meng
DKDL-Net: A Lightweight Bearing Fault Detection Model via Decoupled Knowledge Distillation and Low-Rank Adaptation Fine-tuning. CoRR (2024)
Pengyi Li, Jianye Hao, Hongyao Tang, Xian Fu, Yan Zheng, Ke Tang
Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey. CoRR (2024)
Pengyi Li, Jianye Hao, Hongyao Tang, Yan Zheng, Xian Fu
RACE: Improve Multi-Agent Reinforcement Learning with Representation Asymmetry and Collaborative Evolution. ICML (2023)
Jianye Hao, Pengyi Li, Hongyao Tang, Yan Zheng, Xian Fu, Zhaopeng Meng
ERL-Re$^2$: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation. ICLR (2023)
Pengyi Li, Hongyao Tang, Jianye Hao, Yan Zheng, Xian Fu, Zhaopeng Meng
: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation. CoRR (2022)
Boyan Li, Hongyao Tang, Yan Zheng, Jianye Hao, Pengyi Li, Zhen Wang, Zhaopeng Meng, Li Wang
HyAR: Addressing Discrete-Continuous Action Reinforcement Learning via Hybrid Action Representation. ICLR (2022)
Pengyi Li, Hongyao Tang, Tianpei Yang, Xiaotian Hao, Tong Sang, Yan Zheng, Jianye Hao, Matthew E. Taylor, Wenyuan Tao, Zhen Wang
PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration. ICML (2022)
Pengyi Li, Hongyao Tang, Tianpei Yang, Xiaotian Hao, Tong Sang, Yan Zheng, Jianye Hao, Matthew E. Taylor, Zhen Wang
PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration. CoRR (2022)
Boyan Li, Hongyao Tang, Yan Zheng, Jianye Hao, Pengyi Li, Zhen Wang, Zhaopeng Meng, Li Wang
HyAR: Addressing Discrete-Continuous Action Reinforcement Learning via Hybrid Action Representation. CoRR (2021)
Pengyi Li, Jing Sun, Hai Wang
Towards Code Generation from Design Models. SEKE (2017)
Pengyi Li, Jing Sun, Hai Wang
Formal Approach to Assertion-Based Code Generation. Int. J. Softw. Eng. Knowl. Eng. 27 (9-10) (2017)
Candice Eckert, Brian Cham, Pengyi Li, Jing Sun, Gillian Dobbie
Linking Design Model with Code. Int. J. Softw. Eng. Knowl. Eng. 26 (9-10) (2016)