← authors · overview

• Environment-Independent Task Specifications via GLTL
  2017 · 62 citations
• Transfer of Temporal Logic Formulas in Reinforcement Learning
  2019 · 46 citations
• Self-Supervised Online Reward Shaping in Sparse-Reward Environments
  2021 · 39 citations
• Safe Multi-Agent Reinforcement Learning via Shielding
  2021 · 30 citations
• 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
• Temporal-Logic-Based Reward Shaping for Continuing Reinforcement Learning Tasks
  2020 · 8 citations
• Safe Reinforcement Learning via Shielding under Partial Observability
  2022 · 3 citations
• Using Large Language Models to Automate and Expedite Reinforcement Learning with Reward Machine