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• Robust Average-Reward Markov Decision Processes
  2023 · 3 citations
• Model-Free Robust Average-Reward Reinforcement Learning
  2023 · 3 citations
• CADENT: Gated Hybrid Distillation for Sample-Efficient Transfer in Reinforcement Learning
  2026
• RLAF: Reinforcement Learning from Automaton Feedback
  2025
• Provably Sample-Efficient Robust Reinforcement Learning with Average Reward
  2025
• Inferring Probabilistic Reward Machines from Non-Markovian Reward Processes for Reinforcement Learning
  2021
• Bayesian Inverse Reinforcement Learning for Non-Markovian Rewards
  2024