James Mochizuki-Freeman

Deep Reinforcement Learning with Time-Scale Invariant Memory

The ability to estimate temporal relationships is critical for both animals and artificial agents. Cognitive science and neuroscience provide remarkable insights into behavioral and neural aspects of temporal credit assignment. In particular, scale invariance of learning dynamics, observed in behavi…