Pengyi Li

According to our database, Pengyi Li authored at least 11 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DiffuserLite: Towards Real-time Diffusion Planning.

Zibin Dong, Jianye Hao, Yifu Yuan, Fei Ni, Yitian Wang, Pengyi Li, Yan Zheng

CoRR, 2024

Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey.

Pengyi Li, Jianye Hao, Hongyao Tang, Xian Fu, Yan Zheng, Ke Tang

CoRR, 2024

2023

RACE: Improve Multi-Agent Reinforcement Learning with Representation Asymmetry and Collaborative Evolution.

Pengyi Li, Jianye Hao, Hongyao Tang, Yan Zheng, Xian Fu

Proceedings of the International Conference on Machine Learning, 2023

ERL-Re$^2$: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation.

Jianye Hao, Pengyi Li, Hongyao Tang, Yan Zheng, Xian Fu, Zhaopeng Meng

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

ERL-Re²: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation.

Pengyi Li, Hongyao Tang, Jianye Hao, Yan Zheng, Xian Fu, Zhaopeng Meng

CoRR, 2022

PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration.

Pengyi Li, Hongyao Tang, Tianpei Yang, Xiaotian Hao, Tong Sang, Yan Zheng, Jianye Hao, Matthew E. Taylor, Zhen Wang

CoRR, 2022

PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration.

Pengyi Li, Hongyao Tang, Tianpei Yang, Xiaotian Hao, Tong Sang, Yan Zheng, Jianye Hao, Matthew E. Taylor, Wenyuan Tao, Zhen Wang

Proceedings of the International Conference on Machine Learning, 2022

HyAR: Addressing Discrete-Continuous Action Reinforcement Learning via Hybrid Action Representation.

Boyan Li, Hongyao Tang, Yan Zheng, Jianye Hao, Pengyi Li, Zhen Wang, Zhaopeng Meng, Li Wang

Proceedings of the Tenth International Conference on Learning Representations, 2022

2017

Formal Approach to Assertion-Based Code Generation.

Pengyi Li, Jing Sun, Hai Wang

Int. J. Softw. Eng. Knowl. Eng., 2017

Towards Code Generation from Design Models.

Pengyi Li, Jing Sun, Hai Wang

Proceedings of the 29th International Conference on Software Engineering and Knowledge Engineering, 2017

2016

Linking Design Model with Code.

Candice Eckert, Brian Cham, Pengyi Li, Jing Sun, Gillian Dobbie

Int. J. Softw. Eng. Knowl. Eng., 2016