Robuta

https://openreview.net/forum?id=CSjVSnvTbG Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently | OpenReview We propose a new framework for formulating optimal transport distances between Markov chains. Previously known formulations studied couplings between the... optimal transport https://openreview.net/forum?id=Ii7UeHc0mO&referrer=%5Bthe%20profile%20of%20Allan%20Douglas%20Jepson%5D(%2Fprofile%3Fid%3D~Allan_Douglas_Jepson1) Approximate Policy Iteration with Bisimulation Metrics | OpenReview Bisimulation metrics define a distance measure between states of a Markov decision process (MDP) based on a comparison of reward sequences. Due to this... policy iterationapproximatebisimulationmetricsopenreview https://openreview.net/forum?id=Ii7UeHc0mO Approximate Policy Iteration with Bisimulation Metrics | OpenReview Bisimulation metrics define a distance measure between states of a Markov decision process (MDP) based on a comparison of reward sequences. Due to this... policy iterationapproximatebisimulationmetricsopenreview https://arxiv.org/abs/0806.0936 [0806.0936] On convergence-sensitive bisimulation and the embedding of CCS in timed CCS Abstract page for arXiv paper 0806.0936: On convergence-sensitive bisimulation and the embedding of CCS in timed CCS https://arxiv.org/abs/2505.23635 [2505.23635] Expressivity of bisimulation pseudometrics over analytic state spaces Abstract page for arXiv paper 2505.23635: Expressivity of bisimulation pseudometrics over analytic state spaces 2505expressivitybisimulationanalyticstate https://openreview.net/forum?id=6Hp8ymjLjW&referrer=%5Bthe%20profile%20of%20Sergio%20Calo%5D(%2Fprofile%3Fid%3D~Sergio_Calo1) Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently | OpenReview We propose a new framework for formulating optimal transport distances between Markov chains. Previously known formulations studied couplings between the... optimal transport https://openreview.net/forum?id=sQyRQjun46 Understanding and Addressing the Pitfalls of Bisimulation-based Representations in Offline... While bisimulation-based approaches hold promise for learning robust state representations for Reinforcement Learning (RL) tasks, their efficacy in offline RL... the pitfallsunderstandingaddressing https://openreview.net/forum?id=CSjVSnvTbG&referrer=%5Bthe%20profile%20of%20Sergio%20Calo%5D(%2Fprofile%3Fid%3D~Sergio_Calo1) Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently | OpenReview We propose a new framework for formulating optimal transport distances between Markov chains. Previously known formulations studied couplings between the... optimal transport