4 datasets found

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  • Stochastic MDP

    The dataset used in this paper is a stochastic MDP with |S| = 4 and |A| = 4. One of the states is set to the terminal state, and one of the rest is set to the starting state....

  • A Deep Reinforcement Learning Approach for Online Parcel Assignment

    The online parcel assignment problem, which is aimed at assigning each incoming parcel to a candidate route for delivery, in order to minimize the total cost under consideration...

  • Forest management problem

    The dataset used in this paper is a forest management problem, where the objective is to maintain an old forest for wildlife and make money by selling the cut wood.

  • Mountain Car

    The dataset used in the paper is a reinforcement learning dataset, specifically a Markov Decision Process (MDP) with a finite set of states and actions.