Publications by Luca Viano | EPFL Graph Search

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Luca Viano

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Imitation Learning in Discounted Linear MDPs without exploration assumptions

Alternation makes the adversary weaker in two-player games

Understanding Deep Neural Function Approximation in Reinforcement Learning via ϵ-Greedy Exploration

Identifiability and Generalizability from Multiple Experts in Inverse Reinforcement Learning

Proximal Point Imitation Learning

Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch

Imitation Learning in Discounted Linear MDPs without exploration assumptions

Understanding Deep Neural Function Approximation in Reinforcement Learning via ϵ-Greedy Exploration

Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch

Proximal Point Imitation Learning

Alternation makes the adversary weaker in two-player games

Identifiability and Generalizability from Multiple Experts in Inverse Reinforcement Learning