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Chunlin Chen — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Chunlin Chen
50
papers ·
97
citations ·
37
h-index
Nanjing University of Information Science and Technology · Soochow University · Robotics Research (United States) · Inner Mongolia Institute of Hydraulic Research · Nanjing University
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Most-cited papers
A Dirichlet Process Mixture of Robust Task Models for Scalable Lifelong Reinforcement Learning
2022 · 32 citations
Depthwise Convolution for Multi-Agent Communication with Enhanced Mean-Field Approximation
2022 · 13 citations
Curriculum-based Deep Reinforcement Learning for Quantum Control
2020 · 5 citations
MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees
2022 · 3 citations
Deep Reinforcement Learning with Quantum-inspired Experience Replay
2021 · 3 citations
Boosting Value Decomposition via Unit-Wise Attentive State Representation for Cooperative Multi-Agent Reinforcement Learning
2023 · 2 citations
Attention-Guided Contrastive Role Representations for Multi-Agent Reinforcement Learning
2023 · 2 citations
Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement
2024 · 2 citations
Efficient Bayesian Policy Reuse with a Scalable Observation Model in Deep Reinforcement Learning
2022 · 1 citations
BiERL: A Meta Evolutionary Reinforcement Learning Framework via Bilevel Optimization
2023 · 1 citations
Beyond the Dirac Delta: Mitigating Diversity Collapse in Reinforcement Fine-Tuning for Versatile Image Generation
2026
Conditional Diffusion Model for Multi-Agent Dynamic Task Decomposition
2025
High-order Interactions Modeling for Interpretable Multi-Agent Q-Learning
2025
Diversity-Incentivized Exploration for Versatile Reasoning
2025
Concept Learning for Cooperative Multi-Agent Reinforcement Learning
2025
Top co-authors
Zhi Wang
· 17
Daoyi Dong
· 12
Yuanyang Zhu
· 9
Zican Hu
· 5
Jinmei Liu
· 4
Bo Wang
· 3
Shilin Zhang
· 3
Wenhao Wu
· 3
Zhenhong Sun
· 3
Zichuan Liu
· 3
Dongbin Zhao
· 2
Fuhong Liu
· 2
Topics
Model-Based RL
Meta-RL
Value-Based
Exploration
Multi-Agent
Offline RL
Game AI
cs.AI
cs.LG
cs.MA