Stabilizing Policy Gradient Methods via Reward Profiling

Shihab Ahmed, El Houcine Bergou, Aritra Dutta +1

Policy gradient methods, which have been extensively studied in the last decade, offer an effective and efficient framework for reinforcement learning problems. However, their perf…