Michael Littman

(2 articles)
Temporal Difference Learning
1988

Temporal Difference Learning

A method in reinforcement learning that updates predictions based on the difference between successive predictions, rather than solely relying on final outcome errors.

Generality: 775

Policy Learning
1992

Policy Learning

Branch of reinforcement learning where the objective is to find an optimal policy that dictates the best action to take in various states to maximize cumulative reward.

Generality: 790