Jeonghye Kim
8 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (14)
π
Grand Slam
Conferences
ICML (4)
AAAI (1)
EMNLP (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
policy learning
(2)
reinforcement learning
(2)
offline reinforcement learning
(1)
decision making
(1)
supervised learning
(1)
neural architecture
(1)
value function
(1)
value iteration
(1)
exploration strategy
(1)
deep rl
(1)
conditional supervised learning
(1)
exploration-exploitation trade-off
(1)
agent system
(1)
option framework
(1)
reflection mechanism
(1)
large language model
(1)
option-critic architecture
(1)
return-conditioned supervised learning
(1)
goal alignment
(1)
goal reasoning
(1)
Papers
RL-Studio: A System for Multi-Phase Reinforcement Learning Experimentation
AAAI 2026
ReflAct: World-Grounded Decision Making in LLM Agents via Goal-State Reflection
EMNLP 2025
ARS: Adaptive Reward Scaling for Multi-Task Reinforcement Learning
ICML 2025
Penalizing Infeasible Actions and Reward Scaling in Reinforcement Learning with Offline Data
ICML 2025
Online Pre-Training for Offline-to-Online Reinforcement Learning
ICML 2025
Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making
ICLR 2024
Adaptive $Q$-Aid for Conditional Supervised Learning in Offline Reinforcement Learning
NIPS 2024
LESSON: Learning to Integrate Exploration Strategies for Reinforcement Learning via an Option Framework
ICML 2023