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Ling Pan — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Ling Pan
12
papers ·
12
citations ·
3
h-index
Micron (United States) · Hong Kong University of Science and Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Network Topology Optimization via Deep Reinforcement Learning
2022 · 3 citations
E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance
2022 · 2 citations
Better Training of GFlowNets with Local Credit and Incomplete Trajectories
2023 · 2 citations
RLx2: Training a Sparse Deep Reinforcement Learning Model from Scratch
2022 · 1 citations
Distributional GFlowNets with Quantile Flows
2023 · 1 citations
Pre-Training and Fine-Tuning Generative Flow Networks
2023 · 1 citations
Steering Vision-Language-Action Models as Anti-Exploration: A Test-Time Scaling Approach
2025
GARDO: Reinforcing Diffusion Models without Reward Hacking
2025
Pre-Trained Video Generative Models as World Simulators
2025
Value-Based Deep Multi-Agent Reinforcement Learning with Dynamic Sparse Training
2024
Neuroplastic Expansion in Deep Reinforcement Learning
2024
Top co-authors
Yoshua Bengio
· 3
Aaron Courville
· 2
Haoran He
· 2
Longbo Huang
· 2
Pihe Hu
· 2
Can Chang
· 1
Chao Deng
· 1
Chenjia Bai
· 1
Dinghuai Zhang
· 1
Dinghuai Zhang
· 1
Hangyu Mao
· 1
Haoran He
· 1
Topics
Model-Based RL
Value-Based
Exploration
Policy Gradient
Offline RL
Safe RL
Game AI
Multi-Agent
Meta-RL
RLHF & Alignment