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state similarity

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markov decision process (4) deep reinforcement learning (2) mutual reinforcement (1) off-policy algorithm (1) neural network (1) graph search algorithm (1) behavioral equivalence (1) differentiable loss (1) deterministic system (1) behavioural distance (1)

Papers

Metrics and Continuity in Reinforcement Learning AAAI 2021 MICo: Improved representations via sampling-based state similarity for Markov decision processes NeurIPS 2021 Attentive Experience Replay AAAI 2020 Monte-Carlo Graph Search: the Value of Merging Similar States ACML 2020 Scalable Methods for Computing State Similarity in Deterministic Markov Decision Processes AAAI 2020 Measuring Structural Similarities in Finite MDPs IJCAI 2019 Unsupervised Control Through Non-Parametric Discriminative Rewards ICLR 2019