JeonghyeKim

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authored a paper 3 months ago

Penalizing Infeasible Actions and Reward Scaling in Reinforcement Learning with Offline Data

Paper • 2507.08761 • Published Jul 11 • 1

authored 4 papers 6 months ago

Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making

Paper • 2310.03022 • Published Oct 4, 2023

ReflAct: World-Grounded Decision Making in LLM Agents via Goal-State Reflection

Paper • 2505.15182 • Published May 21 • 6

Adaptive $Q$-Aid for Conditional Supervised Learning in Offline Reinforcement Learning

Paper • 2402.02017 • Published Feb 3, 2024

LESSON: Learning to Integrate Exploration Strategies for Reinforcement Learning via an Option Framework

Paper • 2310.03342 • Published Oct 5, 2023