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• Towards a fully RL-based Market Simulator
  2021 · 15 citations
• Reinforcement Learning to Solve NP-hard Problems: an Application to the CVRP
  2022 · 7 citations
• Phantom -- A RL-driven multi-agent framework to model complex systems
  2022 · 2 citations
• On the Sample Efficiency of Abstractions and Potential-Based Reward Shaping in Reinforcement Learning
  2024 · 1 citations
• Learning Robust Reward Machines from Noisy Labels
  2024 · 1 citations
• Learning in Stackelberg Mean Field Games: A Non-Asymptotic Analysis
  2025
• Modelling bounded rational decision-making through Wasserstein constraints
  2025
• FORM: Learning Expressive and Transferable First-Order Logic Reward Machines
  2025
• Learning Reward Machines in Cooperative Multi-Agent Tasks
  2023
• Towards Multi-Agent Reinforcement Learning driven Over-The-Counter Market Simulations
  2022
• Inapplicable Actions Learning for Knowledge Transfer in Reinforcement Learning
  2022