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Sungsoo Ahn — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Sungsoo Ahn
38
papers ·
67
citations ·
5
h-index
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
QTRAN++: Improved Value Transformation for Cooperative Multi-Agent Reinforcement Learning
2020 · 17 citations
Learning What to Defer for Maximum Independent Sets
2020 · 5 citations
RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
2023 · 4 citations
Imitating Graph-Based Planning with Goal-Conditioned Policies
2023 · 2 citations
Symmetric Replay Training: Enhancing Sample Efficiency in Deep Reinforcement Learning for Combinatorial Optimization
2023
Adaptive teachers for amortized samplers
2024
Top co-authors
Jinwoo Shin
· 3
Minsu Kim
· 3
Cathy Wu
· 1
Fei Liu
· 1
Guojie Song
· 1
Haoran Ye
· 1
Jiarui Wang
· 1
Jie Zhang
· 1
Junyoung Park
· 1
Kijung Shin
· 1
Qingfu Zhang
· 1
Yining Ma
· 1
Topics
Exploration
Value-Based
Model-Based RL
Policy Gradient
Meta-RL
Safe RL
Multi-Agent
Game AI
Offline RL