Deunsol Yoon
7 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
๐บ๏ธ
Taxonomy Completionist
(12)
Top co-authors
Research topics
Keywords
reinforcement learning
(3)
continual learning
(1)
multi-task learning
(1)
transfer learning
(1)
policy learning
(1)
neural architecture
(1)
distribution shift
(1)
off-policy learning
(1)
value estimation
(1)
macro-actions
(1)
transformer policy
(1)
layer normalization
(1)
semi-markov decision process
(1)
industrial automation
(1)
positional embedding
(1)
hierarchical policy
(1)
centralized critic
(1)
d4rl benchmark
(1)
offline data
(1)
graph neural network
(1)
Papers
RAPID: A Rapid Prototyping Platform for Industrial Automation
AAAI 2026
RL-Studio: A System for Multi-Phase Reinforcement Learning Experimentation
AAAI 2026
Agent-Centric Actor-Critic for Asynchronous Multi-Agent Reinforcement Learning
ICML 2025
Online Pre-Training for Offline-to-Online Reinforcement Learning
ICML 2025
Penalizing Infeasible Actions and Reward Scaling in Reinforcement Learning with Offline Data
ICML 2025
Structure-Aware Transformer Policy for Inhomogeneous Multi-Task Reinforcement Learning
ICLR 2022
Winning the L2RPN Challenge: Power Grid Management via Semi-Markov Afterstate Actor-Critic
ICLR 2021