Offline Reinforcement Learning with Penalized Action Noise Injection

JunHyeok Oh, Byung-Jun Lee

Offline reinforcement learning (RL) optimizes a policy using only a fixed dataset, making it a practical approach in scenarios where interaction with the environment is costly. Due…