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Hongyao Tang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Hongyao Tang
25
papers ·
386
citations ·
0
h-index
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Most-cited papers
Qatten: A General Framework for Cooperative Multiagent Reinforcement Learning
2020 · 108 citations
Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces
2019 · 63 citations
Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid Algorithms
2024 · 40 citations
Hierarchical Deep Multiagent Reinforcement Learning with Temporal Abstraction
2018 · 36 citations
KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge
2020 · 28 citations
Q-value Path Decomposition for Deep Multiagent Reinforcement Learning
2020 · 26 citations
ERL-Re$^2$: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation
2022 · 16 citations
Exploration in Deep Reinforcement Learning: From Single-Agent to Multiagent Domain
2021 · 13 citations
Addressing Action Oscillations through Learning Policy Inertia
2021 · 11 citations
An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning
2020 · 10 citations
HyAR: Addressing Discrete-Continuous Action Reinforcement Learning via Hybrid Action Representation
2021 · 10 citations
Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning
2020 · 9 citations
PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration
2022 · 5 citations
Disentangling Dynamics and Returns: Value Function Decomposition with Future Prediction
2019 · 3 citations
Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction
2021 · 3 citations
Top co-authors
Jianye Hao
· 22
Zhaopeng Meng
· 11
Chen Chen
· 6
Wulong Liu
· 6
Yaodong Yang
· 6
Changjie Fan
· 4
Guangyong Chen
· 4
Pengyi Li
· 4
Yan Zheng
· 4
Yingfeng Chen
· 4
Haotian Fu
· 3
Li Wang
· 3
Topics
Value-Based
Multi-Agent
Policy Gradient
Meta-RL
Model-Based RL
Game AI
Exploration
Offline RL
Safe RL
RLHF & Alignment