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Luca Viano
Luca Viano
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Title
Cited by
Cited by
Year
Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch
L Viano, YT Huang, P Kamalaruban, A Weller, V Cevher
Neural Information and Processing Systems 35, 2021
222021
A natural actor-critic framework for zero-sum Markov games
A Alacaoglu, L Viano, N He, V Cevher
International Conference on Machine Learning, 307-366, 2022
192022
Understanding Deep Neural Function Approximation in Reinforcement Learning via -Greedy Exploration
F Liu, L Viano, V Cevher
Neural Information and Processing Systems 36, 2022
122022
Identifiability and generalizability from multiple experts in Inverse Reinforcement Learning
P Rolland, L Viano, N Schürhoff, B Nikolov, V Cevher
Neural Information and Processing Systems 36, 2022
112022
Proximal Point Imitation Learning
L Viano, A Kamoutsi, G Neu, I Krawczuk, V Cevher
Neural Information and Processing Systems 36, 2022
92022
Robust Learning from Observation with Model Misspecification
L Viano, YT Huang, P Kamalaruban, C Innes, S Ramamoorthy, A Weller
AAMAS 2022, 2022
92022
Semi Bandit dynamics in Congestion Games: Convergence to Nash Equilibrium and No-Regret Guarantees.
I Panageas, S Skoulakis, L Viano, X Wang, V Cevher
ICML, 2023, 2023
42023
Provable benefits of general coverage conditions in efficient online RL with function approximation
F Liu, L Viano, V Cevher
ICML, 2023, 2023
22023
Imitation Learning in Discounted Linear MDPs without exploration assumptions
L Viano, S Skoulakis, V Cevher
arXiv preprint arXiv:2405.02181, 2024
12024
Alternation makes the adversary weaker in two-player games
V Cevher, A Cutkosky, A Kavis, G Piliouras, S Skoulakis, L Viano
Advances in Neural Information Processing Systems 36, 2024
12024
Polynomial Convergence of Bandit No-Regret Dynamics in Congestion Games
L Dadi, I Panageas, S Skoulakis, L Viano, V Cevher
arXiv preprint arXiv:2401.09628, 2024
12024
Neural NID Rules
L Viano, J Brea
Physical Reasoning and Inductive Biases for the Real World at NeurIPS 2021, 2021
2021
Adaptive Bilevel Optimization
K Antonakopoulos, S Sabach, L Viano, M Hong, V Cevher
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Articles 1–13