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Chi-Guhn Lee — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Chi-Guhn Lee
10
papers ·
22
citations ·
32
h-index
University of Toronto · Artificial Intelligence in Medicine (Canada)
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Most-cited papers
ε-BMC: A Bayesian Ensemble Approach to Epsilon-Greedy Exploration in Model-Free Reinforcement Learning
2020 · 11 citations
Risk-Aware Transfer in Reinforcement Learning using Successor Features
2021 · 9 citations
Contextual Policy Transfer in Reinforcement Learning Domains via Deep Mixtures-of-Experts
2020 · 1 citations
Ergodic Risk Measures: Towards a Risk-Aware Foundation for Continual Reinforcement Learning
2025
A Differential Perspective on Distributional Reinforcement Learning
2025
Learning Bilateral Team Formation in Cooperative Multi-Agent Reinforcement Learning
2025
Hypernetwork-based approach for optimal composition design in partially controlled multi-agent systems
2025
Bayesian Optimization Framework for Efficient Fleet Design in Autonomous Multi-Robot Exploration
2024
Burning RED: Unlocking Subtask-Driven Reinforcement Learning and Risk-Awareness in Average-Reward Markov Decision Processes
2024
Top co-authors
Juan Sebastian Rojas
· 3
Michael Gimelfarb
· 3
Scott Sanner
· 3
Hyun-Rok Lee
· 2
Kyeonghyeon Park
· 2
Taesik Lee
· 2
Andr\'e Barreto
· 1
David Molina Concha
· 1
David Molina Concha
· 1
Dhruv Sirohi
· 1
Haoran Yin
· 1
Jiping Li
· 1
Topics
Model-Based RL
Meta-RL
Value-Based
Safe RL
Multi-Agent
Exploration
Offline RL