Beining Han

Off-Policy Multi-Agent Decomposed Policy Gradients

Yihan Wang, Beining Han, Tonghan Wang et al. · arXiv (Cornell University) · 2020 · 42 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +15

DOP: Off-Policy Multi-Agent Decomposed Policy Gradients

Yihan Wang, Beining Han, Tonghan Wang et al. · International Conference on Learning Representations · 2021 · 30 citations

Artificial Intelligence, Policy Gradients, Engineering +15

Off-Policy Reinforcement Learning with Delayed Rewards

Beining Han, Zhizhou Ren, Zuofan Wu et al. · arXiv (Cornell University) · 2021 · 14 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +12

On the Estimation Bias in Double Q-Learning

Zhizhou Ren, Guangxiang Zhu, Hao Hu et al. · arXiv (Cornell University) · 2021 · 12 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +17

Towards Understanding Linear Value Decomposition in Cooperative Multi-Agent Q-Learning

Jianhao Wang, Zhizhou Ren, Beining Han et al. · 2021 · 10 citations

Artificial Intelligence, Linear Value Decomposition, Multi-agent Reinforcement Learning +15