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• MICo: Improved representations via sampling-based state similarity for Markov decision processes
  2021 · 22 citations
• A Distributional Analysis of Sampling-Based Reinforcement Learning Algorithms
  2020 · 3 citations
• A Kernel Perspective on Behavioural Metrics for Markov Decision Processes
  2023 · 2 citations
• Policy Gradient Methods in the Presence of Symmetries and State Abstractions
  2023 · 1 citations
• Reinforcement Learning with Pairwise Preferences in Long-Term Decision Problems
  2026
• A Study of Policy Gradient on a Class of Exactly Solvable Models
  2020
• Continuous MDP Homomorphisms and Homomorphic Policy Gradient
  2022
• Conditions on Preference Relations that Guarantee the Existence of Optimal Policies
  2023