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Changjie Fan — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Changjie Fan
30
papers ·
398
citations ·
29
h-index
NetEase (China)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning to Utilize Shaping Rewards: A New Approach of Reward Shaping
2020 · 94 citations
Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces
2019 · 63 citations
Episodic Multi-agent Reinforcement Learning with Curiosity-Driven Exploration
2021 · 41 citations
Hierarchical Deep Multiagent Reinforcement Learning with Temporal Abstraction
2018 · 36 citations
Efficient Deep Reinforcement Learning via Adaptive Policy Transfer
2020 · 33 citations
Q-value Path Decomposition for Deep Multiagent Reinforcement Learning
2020 · 26 citations
Reinforcement Learning with a Disentangled Universal Value Function for Item Recommendation
2021 · 23 citations
Learning Action-Transferable Policy with Action Embedding
2019 · 10 citations
An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning
2020 · 10 citations
MetaCURE: Meta Reinforcement Learning with Empowerment-Driven Exploration
2020 · 9 citations
From Few to More: Large-scale Dynamic Multiagent Curriculum Learning
2019 · 8 citations
Fever Basketball: A Complex, Flexible, and Asynchronized Sports Game Environment for Multi-agent Reinforcement Learning
2020 · 8 citations
Exploring Unknown States with Action Balance
2020 · 5 citations
Adaptive Value Decomposition with Greedy Marginal Contribution Computation for Cooperative Multi-Agent Reinforcement Learning
2023 · 4 citations
Action Semantics Network: Considering the Effects of Actions in Multiagent Systems
2019 · 3 citations
Top co-authors
Yingfeng Chen
· 16
Jianye Hao
· 12
Tangjie Lv
· 7
Weixun Wang
· 6
Chongjie Zhang
· 4
Hongyao Tang
· 4
Runze Wu
· 4
Yan Zheng
· 4
Yang Gao
· 3
Yong Liu
· 3
Bo An
· 2
Hao Hu
· 2
Topics
Value-Based
Game AI
Multi-Agent
Meta-RL
Exploration
Policy Gradient
Offline RL
Safe RL
Model-Based RL
RLHF & Alignment