2021
Posterior Value Functions: Hindsight Baselines for Policy Gradient Methods
ICML 2021spotlight
Hindsight allows reinforcement learning agents to leverage new observations to make inferences about earlier states and transitions. In this paper, we exploit the idea of hindsight and introduce posterior value functions. Posterior value functions are computed by inferring the posterior distribution…