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cs.LG2024
Utilizing Maximum Mean Discrepancy Barycenter for Propagating the Uncertainty of Value Functions in Reinforcement Learning
Srinjoy Roy, Swagatam Das
Accounting for the uncertainty of value functions boosts exploration in Reinforcement Learning (RL). Our work introduces Maximum Mean Discrepancy Q-Learning (MMD-QL) to improve Was…
cs.LG2020★ 2 cited
OPAC: Opportunistic Actor-Critic
Srinjoy Roy, Saptam Bakshi, Tamal Maharaj
Actor-critic methods, a type of model-free reinforcement learning (RL), have achieved state-of-the-art performances in many real-world domains in continuous control. Despite their…