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bisimulation metric

10 papers

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Co-occurring keywords

reinforcement learning (4352) state representation (62) representation learning (6206) exploration bonus (38) state discrepancy (2) intrinsic reward (71) markov decision process (790) state abstraction (57) metric learning (1190) deep reinforcement learning (903)

Papers

Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently NIPS 2024
State Chrono Representation for Enhancing Generalization in Reinforcement Learning NIPS 2024
Rethinking Exploration in Reinforcement Learning with Effective Metric-Based Exploration Bonus NIPS 2024
Robust Representation Learning by Clustering with Bisimulation Metrics for Visual Reinforcement Learning with Distractions AAAI 2023
Efficient Potential-based Exploration in Reinforcement Learning using Inverse Dynamic Bisimulation Metric NIPS 2023
SimSR: Simple Distance-Based State Representations for Deep Reinforcement Learning AAAI 2022
Towards Robust Bisimulation Metric Learning NIPS 2021
Offline Reinforcement Learning with Pseudometric Learning ICML 2021
Scalable Methods for Computing State Similarity in Deterministic Markov Decision Processes AAAI 2020
Bounding Performance Loss in Approximate MDP Homomorphisms NIPS 2008