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Ernest K. Ryu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Ernest K. Ryu
13
papers ·
44
citations ·
14
h-index
University of California, Los Angeles
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Clip-Low Increases Entropy and Clip-High Decreases Entropy in Reinforcement Learning of Large Language Models
2025
Finite-Time Bounds for Average-Reward Fitted Q-Iteration
2025
Why Policy Gradient Algorithms Work for Undiscounted Total-Reward MDPs
2025
Accelerating Value Iteration with Anchoring
2023
Deflated Dynamics Value Iteration
2024
Top co-authors
Amin Rakhsha
· 1
Amir-massoud Farahmand
· 1
Gyeongman Kim
· 1
Jaewoong Cho
· 1
Jinyoung Jo
· 1
Jongmin Lee
· 1
Jongmin Lee
· 1
Jongmin Lee
· 1
Jongmin Lee
· 1
J. Park
· 1
Junsu Kim
· 1
Sean Choi
· 1
Topics
Value-Based
Policy Gradient
Exploration
RLHF & Alignment
Offline RL
Model-Based RL