Universal Reinforcement Learning in Coalgebras: Asynchronous Stochastic Computation via Conduction

Sridhar Mahadevan

In this paper, we introduce a categorial generalization of RL, termed universal reinforcement learning (URL), building on powerful mathematical abstractions from the study of coind…