Reinforcement Learning with a Terminator

Guy Tennenholtz, Nadav Merlis, Lior Shani +5

We present the problem of reinforcement learning with exogenous termination. We define the Termination Markov Decision Process (TerMDP), an extension of the MDP framework, in which…