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Yaodong Yang โ most-cited papers & profile ยท Reinforcement Learning
โ authors
ยท
overview
Yaodong Yang
87
papers ยท
1582
citations ยท
32
h-index
Peking University ยท Beijing Academy of Artificial Intelligence
Google Scholar โ
Semantic Scholar โ
OpenAlex โ
Most-cited papers
Mean Field Multi-Agent Reinforcement Learning
2018 ยท 249 citations
Game-Theoretic Multiagent Reinforcement Learning
2020 ยท 146 citations
Qatten: A General Framework for Cooperative Multiagent Reinforcement Learning
2020 ยท 108 citations
SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving
2020 ยท 104 citations
Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning
2021 ยท 83 citations
Multi-Agent Reinforcement Learning is a Sequence Modeling Problem
2022 ยท 79 citations
Probabilistic Recursive Reasoning for Multi-Agent Reinforcement Learning
2019 ยท 51 citations
Towards Human-Level Bimanual Dexterous Manipulation with Reinforcement Learning
2022 ยท 30 citations
Q-value Path Decomposition for Deep Multiagent Reinforcement Learning
2020 ยท 26 citations
MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning
2021 ยท 25 citations
Settling the Variance of Multi-Agent Policy Gradients
2021 ยท 24 citations
Safe RLHF: Safe Reinforcement Learning from Human Feedback
2023 ยท 21 citations
A Study of AI Population Dynamics with Million-agent Reinforcement Learning
2017 ยท 19 citations
Constrained Update Projection Approach to Safe Policy Optimization
2022 ยท 19 citations
Multi-Agent Constrained Policy Optimisation
2021 ยท 16 citations
Top co-authors
Jun Wang
ยท 21
Jianye Hao
ยท 9
Ying Wen
ยท 9
Weinan Zhang
ยท 8
Hongyao Tang
ยท 6
Jakub Grudzien Kuba
ยท 6
Jiaming Ji
ยท 6
David Mguni
ยท 5
Minne Li
ยท 5
Muning Wen
ยท 5
Wulong Liu
ยท 5
Xidong Feng
ยท 5
Topics
Multi-Agent
Game AI
Value-Based
Model-Based RL
Safe RL
Policy Gradient
Meta-RL
Exploration
Offline RL
RLHF & Alignment