Balancing policy constraint and ensemble size in uncertainty-based offline reinforcement learning

Alex Beeson, Giovanni Montana

Offline reinforcement learning agents seek optimal policies from fixed data sets. With environmental interaction prohibited, agents face significant challenges in preventing errors…