Search Results for author: Junghyuk Yeom

Found 2 papers, 1 papers with code

Exclusively Penalized Q-learning for Offline Reinforcement Learning

no code implementations23 May 2024 Junghyuk Yeom, Yonghyeon Jo, Jungmo Kim, Sanghyeon Lee, Seungyul Han

Constraint-based offline reinforcement learning (RL) involves policy constraints or imposing penalties on the value function to mitigate overestimation errors caused by distributional shift.

Offline RL Q-Learning +2

FoX: Formation-aware exploration in multi-agent reinforcement learning

1 code implementation22 Aug 2023 Yonghyeon Jo, Sunwoo Lee, Junghyuk Yeom, Seungyul Han

Recently, deep multi-agent reinforcement learning (MARL) has gained significant popularity due to its success in various cooperative multi-agent tasks.

reinforcement-learning SMAC+ +2

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