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