← authors · overview

• Transfer of Temporal Logic Formulas in Reinforcement Learning
  2019 · 46 citations
• Reward Machines for Cooperative Multi-Agent Reinforcement Learning
  2020 · 19 citations
• Joint Inference of Reward Machines and Policies for Reinforcement Learning
  2019 · 12 citations
• Efficient Collaborative Multi-Agent Deep Reinforcement Learning for Large-Scale Fleet Management
  2018 · 9 citations
• Active Finite Reward Automaton Inference and Reinforcement Learning Using Queries and Counterexamples
  2020 · 8 citations
• Reinforcement Learning with Temporal-Logic-Based Causal Diagrams
  2023 · 2 citations
• Real-time and Large-scale Fleet Allocation of Autonomous Taxis: A Case Study in New York Manhattan Island
  2020 · 1 citations
• A Deep Value-network Based Approach for Multi-Driver Order Dispatching
  2021 · 1 citations
• Hierarchical Control for Head-to-Head Autonomous Racing
  2022 · 1 citations