Filippo Lazzati

According to our database, Filippo Lazzati authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Reward Compatibility: A Framework for Inverse RL.

Filippo Lazzati, Mirco Mutti, Alberto Maria Metelli

CoRR, January, 2025

On the Partial Identifiability in Reward Learning: Choosing the Best Reward.

Filippo Lazzati, Alberto Maria Metelli

CoRR, January, 2025

2024

Learning Utilities from Demonstrations in Markov Decision Processes.

Filippo Lazzati, Alberto Maria Metelli

CoRR, 2024

How to Scale Inverse RL to Large State Spaces? A Provably Efficient Approach.

Filippo Lazzati, Mirco Mutti, Alberto Maria Metelli

CoRR, 2024

How does Inverse RL Scale to Large State Spaces? A Provably Efficient Approach.

Filippo Lazzati, Mirco Mutti, Alberto Maria Metelli

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Offline Inverse RL: New Solution Concepts and Provably Efficient Algorithms.

Filippo Lazzati, Mirco Mutti, Alberto Maria Metelli

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Towards Theoretical Understanding of Inverse Reinforcement Learning.

Alberto Maria Metelli, Filippo Lazzati, Marcello Restelli

Proceedings of the International Conference on Machine Learning, 2023