Clipped-Objective Policy Gradients for Pessimistic Policy Optimization

Jared Markowitz, Edward W. Staley

To facilitate efficient learning, policy gradient approaches to deep reinforcement learning (RL) are typically paired with variance reduction measures and strategies for making lar…