Filippo Lazzati
4 papers · 2023–2025 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(8)
🧭
Keyword Pioneer
❓
The Questioner
Conferences
ICML (3)
NIPS (1)
Top co-authors
Keywords
inverse reinforcement learning
(3)
reward function
(2)
markov decision process
(2)
sample complexity
(1)
pac learning
(1)
reward function estimation
(1)
minimax lower bound
(1)
linear mdp
(1)
reward-free exploration
(1)
feasible reward set
(1)
linear markov decision process
(1)
feasible set
(1)
sample efficiency
(1)
finite-horizon planning
(1)
offline reinforcement learning
(1)
policy optimization
(1)
Papers
Learning Utilities from Demonstrations in Markov Decision Processes
ICML 2025
How does Inverse RL Scale to Large State Spaces? A Provably Efficient Approach
NIPS 2024
Offline Inverse RL: New Solution Concepts and Provably Efficient Algorithms
ICML 2024
Towards Theoretical Understanding of Inverse Reinforcement Learning
ICML 2023