7 datasets found

Tags: MDP

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  • Reinforcement Learning with Delayed, Composite, and Partially Anonymous Reward

    We investigate an infinite-horizon average reward Markov Decision Process (MDP) with delayed, composite, and partially anonymous reward feedback.

  • Binary Tree MDP

    The dataset used in the paper is a binary tree MDP, where the agent must execute a sequence of L uninterrupted UP movements. The dataset is used to test the Successor...

  • Random Walk dataset

    The dataset used in the paper is a collection of states sampled from a Markov Decision Process (MDP) using the random walk exploration method.

  • RND dataset

    The dataset used in the paper is a collection of states sampled from a Markov Decision Process (MDP) using the RND exploration method.

  • SMM dataset

    The dataset used in the paper is a collection of states sampled from a Markov Decision Process (MDP) using the SMM exploration method.

  • ChronoGEM dataset

    The dataset used in the paper is a collection of states sampled from a Markov Decision Process (MDP) using the ChronoGEM exploration method.

  • Markov Decision Process

    The dataset used in the paper is a Markov Decision Process, where states can take values in a state space X, corresponding to a state x ∈ X, we can take an action u ∈ U,...
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