AI RESEARCH
About Time: Model-free Reinforcement Learning with Timed Reward Machines
arXiv CS.AI
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ArXi:2512.17637v2 Announce Type: replace 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 been