Risto Vuorio

Adaptive Pairwise Weights for Temporal Credit Assignment

2022 · Proceedings of the AAAI Conference on Artificial Intelligence

How much credit (or blame) should an action taken in a state get for a future reward? This is the fundamental temporal credit assignment problem in Reinforcement Learning (RL). One of the earliest and still …