About Time: Model-free Reinforcement Learning with Timed Reward Machines

Rajarshi Roy, Anirban Majumdar, Ritam Raha +2

Reward specification plays a central role in reinforcement learning (RL), guiding the agent's behavior. To express non-Markovian rewards, formalisms such as reward machines have be…