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JongMin Lee — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
JongMin Lee
27
papers ·
112
citations ·
25
h-index
University of New Mexico · Sandia National Laboratories
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Semantic Scholar ↗
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Most-cited papers
OptiDICE: Offline Policy Optimization via Stationary Distribution Correction Estimation
2021 · 4 citations
COptiDICE: Offline Constrained Reinforcement Learning via Stationary Distribution Correction Estimation
2022 · 3 citations
ACPO: Agent-Chained Policy Optimization for Multi-Agent Reinforcement Learning
2026
Partially Equivariant Reinforcement Learning in Symmetry-Breaking Environments
2025
SEMDICE: Off-policy State Entropy Maximization via Stationary Distribution Correction Estimation
2025
Finite-Time Bounds for Average-Reward Fitted Q-Iteration
2025
Why Policy Gradient Algorithms Work for Undiscounted Total-Reward MDPs
2025
FairDICE: Fairness-Driven Offline Multi-Objective Reinforcement Learning
2025
Semi-gradient DICE for Offline Constrained Reinforcement Learning
2025
Accelerating Value Iteration with Anchoring
2023
Tempo Adaptation in Non-stationary Reinforcement Learning
2023
AlberDICE: Addressing Out-Of-Distribution Joint Actions in Offline Multi-Agent RL via Alternating Stationary Distribution Correction Estimation
2023
Kernel Metric Learning for In-Sample Off-Policy Evaluation of Deterministic RL Policies
2024
Deflated Dynamics Value Iteration
2024
Top co-authors
Kee-Eung Kim
· 5
Ernest K. Ryu
· 4
Byung-Jun Lee
· 3
Daiki E. Matsunaga
· 2
Pieter Abbeel
· 2
Tri Wahyu Guntara
· 2
Woosung Kim
· 2
Amin Rakhsha
· 1
Amir-massoud Farahmand
· 1
Arthur Guez
· 1
Cosmin Paduraru
· 1
Daniel J. Mankowitz
· 1
Topics
Offline RL
cs.LG
Value-Based
Model-Based RL
Safe RL
Multi-Agent
Policy Gradient
cs.AI
cs.RO
Meta-RL