Search Results for author: Jiayuan Liu

Found 4 papers, 2 papers with code

Low-Rank Modular Reinforcement Learning via Muscle Synergy

1 code implementation26 Oct 2022 Heng Dong, Tonghan Wang, Jiayuan Liu, Chongjie Zhang

Modular Reinforcement Learning (RL) decentralizes the control of multi-joint robots by learning policies for each actuator.

reinforcement-learning Reinforcement Learning (RL)

CSSR: A Context-Aware Sequential Software Service Recommendation Model

1 code implementation20 Dec 2021 Mingwei Zhang, Jiayuan Liu, Weipu Zhang, Ke Deng, Hai Dong, Ying Liu

We propose a novel software service recommendation model to help users find their suitable repositories in GitHub.

Graph Embedding Sequential Recommendation

Learning Homophilic Incentives in Sequential Social Dilemmas

no code implementations29 Sep 2021 Heng Dong, Tonghan Wang, Jiayuan Liu, Chi Han, Chongjie Zhang

Promoting cooperation among self-interested agents is a long-standing and interdisciplinary problem, but receives less attention in multi-agent reinforcement learning (MARL).

Multi-agent Reinforcement Learning

Birds of a Feather Flock Together: A Close Look at Cooperation Emergence via Multi-Agent RL

no code implementations23 Apr 2021 Heng Dong, Tonghan Wang, Jiayuan Liu, Chi Han, Chongjie Zhang

We propose a novel learning framework to encourage homophilic incentives and show that it achieves stable cooperation in both SSDs of public goods and tragedy of the commons.

Multi-agent Reinforcement Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.