Davide Maran
9 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(21)
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Prolific Year · Productive
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Keyword Collector
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Research topics
Keywords
regret bound
(4)
online learning
(4)
reinforcement learning
(3)
markov decision process
(3)
imitation learning
(2)
regret minimization
(2)
no-regret algorithm
(2)
function approximation
(2)
multi-armed bandit
(2)
online algorithm
(2)
optimal control
(1)
continuous optimization
(1)
policy learning
(1)
sample complexity
(1)
adversarial learning
(1)
online learning algorithm
(1)
stochastic process
(1)
sequential decision making
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bandit feedback
(1)
stochastic reward
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Papers
Online Market Making and the Value of Observing the Order Book
COLT 2026
Autoregressive Bandits
AISTATS 2024
Bandits with Ranking Feedback
NeurIPS 2024
Local Linearity: the Key for No-regret Reinforcement Learning in Continuous MDPs
NeurIPS 2024
No-Regret Reinforcement Learning in Smooth MDPs
ICML 2024
Online Markov Decision Processes Configuration with Continuous Decision Space
AAAI 2024
Projection by Convolution: Optimal Sample Complexity for Reinforcement Learning in Continuous-Space MDPs
COLT 2024
Tight Performance Guarantees of Imitator Policies with Continuous Actions
AAAI 2023
Delayed Reinforcement Learning by Imitation
ICML 2022