Analyzing Validation Buffer in Pessimistic Actor-Critic Algorithms

The author investigates the impact of validation buffers on pessimistic actor-critic algorithms, proposing a new approach called Validation Pessimism Learning (VPL) to adjust pessimism levels for improved performance and sample efficiency.