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Jiajun Fan — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Jiajun Fan
9
papers ·
16
citations ·
53
h-index
University of Illinois Urbana-Champaign · Xiamen University · Fudan University · Chengdu University of Technology · UNSW Sydney · National Formosa University · Institute of Urban Environment · University of York
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Most-cited papers
A Review for Deep Reinforcement Learning in Atari:Benchmarks, Challenges, and Solutions
2021 · 5 citations
GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning
2021 · 3 citations
Generalized Data Distribution Iteration
2022 · 2 citations
Critic PI2: Master Continuous Planning via Policy Improvement with Path Integrals and Deep Actor-Critic Reinforcement Learning
2020 · 1 citations
An Entropy Regularization Free Mechanism for Policy-based Reinforcement Learning
2021 · 1 citations
Learnable Behavior Control: Breaking Atari Human World Records via Sample-Efficient Behavior Selection
2023 · 1 citations
Online Reward-Weighted Fine-Tuning of Flow Matching with Wasserstein Regularization
2025
CASA: Bridging the Gap between Policy Improvement and Policy Evaluation with Conflict Averse Policy Iteration
2021
Top co-authors
Changnan Xiao
· 4
Jianye Hao
· 2
Shihong Deng
· 2
Bin Wang
· 1
Chaoran Cheng
· 1
Chumeng Liang
· 1
Ge Liu
· 1
Haiyan Yin
· 1
Haosen Shi
· 1
Haosen Shi
· 1
Hao Wang
· 1
He Ba
· 1
Topics
Game AI
Value-Based
Policy Gradient
Exploration
Model-Based RL
RLHF & Alignment
Safe RL
Meta-RL