Reliable Policy Iteration: Performance Robustness Across Architecture and Environment Perturbations

S. R. Eshwar, Aniruddha Mukherjee, Kintan Saha +4

In a recent work, we proposed Reliable Policy Iteration (RPI), that restores policy iteration's monotonicity-of-value-estimates property to the function approximation setting. Here…