World Action Critic (WAC) Model: Joint Foresight and Criticism for Policy Learning.

arXiv:2610.22825v1 Announce Type: new Abstract: World models have shown considerable promise in sequential decision-making by anticipating the consequences of actions and providing predictive foresight for policy learning. However, learning to reason about cou