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• Joint Inference of Reward Machines and Policies for Reinforcement Learning
  2019 · 12 citations
• Active Finite Reward Automaton Inference and Reinforcement Learning Using Queries and Counterexamples
  2020 · 8 citations
• Using Large Language Models to Automate and Expedite Reinforcement Learning with Reward Machine
  2024 · 3 citations
• Reinforcement Learning with Temporal-Logic-Based Causal Diagrams
  2023 · 2 citations
• Reinforcement Learning with Symbolic Reward Machines
  2026
• Expediting Reinforcement Learning by Incorporating Knowledge About Temporal Causality in the Environment
  2025