Luca Viano
12 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) πΊοΈ Taxonomy Completionist (17) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (8)
π€
Dynamic Duo
(11)
π₯
Unstoppable
(5)
π
Century Club
(12)
β
The Questioner
Conferences
ICML (6)
NIPS (5)
COLT (1)
Top co-authors
Keywords
regret bound
(3)
nash equilibrium
(2)
function approximation
(2)
inverse reinforcement learning
(2)
online learning
(1)
policy optimization
(1)
stochastic gradient descent
(1)
robust reinforcement learning
(1)
adversarial learning
(1)
sample complexity
(1)
reward learning
(1)
natural actor-critic
(1)
reward function
(1)
linear function approximation
(1)
temporal difference
(1)
sample efficiency
(1)
online reinforcement learning
(1)
online linear optimization
(1)
reinforcement learning
(1)
multi-agent reinforcement learning
(1)
Papers
Best of Both Worlds: Regret Minimization versus Minimax Play
ICML 2025
Optimistically Optimistic Exploration for Provably Efficient Infinite-Horizon Reinforcement and Imitation Learning
COLT 2025
IL-SOAR : Imitation Learning with Soft Optimistic Actor cRitic
ICML 2025
Imitation Learning in Discounted Linear MDPs without exploration assumptions
ICML 2024
What can online reinforcement learning with function approximation benefit from general coverage conditions?
ICML 2023
Alternation makes the adversary weaker in two-player games
NIPS 2023
Semi Bandit dynamics in Congestion Games: Convergence to Nash Equilibrium and No-Regret Guarantees.
ICML 2023
A Natural Actor-Critic Framework for Zero-Sum Markov Games
ICML 2022
Identifiability and generalizability from multiple experts in Inverse Reinforcement Learning
NIPS 2022
Understanding Deep Neural Function Approximation in Reinforcement Learning via $\epsilon$-Greedy Exploration
NIPS 2022
Proximal Point Imitation Learning
NIPS 2022
Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch
NIPS 2021