Planning and Learning with Stochastic Action Sets

Craig Boutilier, Alon Cohen, Amit Daniely +5

In many practical uses of reinforcement learning (RL) the set of actions available at a given state is a random variable, with realizations governed by an exogenous stochastic proc…