Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction

Hongyao Tang, Jianye Hao, Guangyong Chen +6

Value function is the central notion of Reinforcement Learning (RL). Value estimation, especially with function approximation, can be challenging since it involves the stochasticit…