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Luca Viano
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9
Imitation Learning in Discounted Linear MDPs without exploration assumptions
23 August 2024 by
Luca Viano
and
others
Machine Learning
Polynomial Convergence of Bandit No-Regret Dynamics in Congestion Games
17 January 2024 by
Leello Dadi
and
others
Computer Science and Game Theory
Semi Bandit Dynamics in Congestion Games: Convergence to Nash Equilibrium and No-Regret Guarantees
27 June 2023 by
Ioannis Panageas
and
others
Computer Science and Game Theory
What can online reinforcement learning with function approximation benefit from general coverage conditions?
31 May 2023 by
Fanghui Liu
and
others
Machine Learning
Proximal Point Imitation Learning
13 October 2022 by
Luca Viano
and
others
Machine Learning
Identifiability and generalizability from multiple experts in Inverse Reinforcement Learning
13 October 2022 by
Paul Rolland
and
others
Machine Learning
Robust Learning from Observation with Model Misspecification
15 February 2022 by
Luca Viano
and
others
Machine Learning
Neural NID Rules
12 February 2022 by
Luca Viano
and
Johanni Brea
Machine Learning
,
Artificial Intelligence
Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch
5 March 2021 by
Luca Viano
and
others
Machine Learning
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Machine Learning
Computer Science and Game Theory
Artificial Intelligence
