No Representation, No Trust: Connecting Representation, Collapse, and Trust Issues in PPO

Skander Moalla, Andrea Miele, Daniil Pyatko +2

Reinforcement learning (RL) is inherently rife with non-stationarity since the states and rewards the agent observes during training depend on its changing policy. Therefore, netwo…