Marcello Restelli
89 papers
· 2007–2025
· 9 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(22)
π
Renaissance Researcher
(6)
π
Cross-Pollinator
(7)
π
Academic Marathon
(18)
π
Conference Polyglot
(9)
π
Interdisciplinary Bridge
π£
Hot Topic Early Bird
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(5)
π
Conference Loyalist
(24)
π§¬
Topic Evolution
π€
Dynamic Duo
(42)
π
Grand Slam
π₯
Mega-Team
(22)
π
Triple Crown
π¬
Deep Specialist
(40)
π
Keyword Champion
(4)
β‘
Prolific Year
(13)
ποΈ
Keyword Collector
(86)
π
Trend Setter
π
Century Club
(89)
π₯
Unstoppable
(10)
β
The Questioner
π
Conference Pioneer
Conferences
ICML (26)
NIPS (24)
AAAI (14)
AISTATS (9)
JMLR (6)
ICLR (3)
IJCAI (3)
UAI (3)
COLT (1)
Top co-authors
Research topics
Keywords
reinforcement learning
(23)
regret bound
(13)
policy gradient
(11)
policy optimization
(9)
online learning
(9)
sample complexity
(9)
importance sampling
(8)
markov decision process
(8)
inverse reinforcement learning
(7)
multi-armed bandit
(6)
transfer learning
(6)
reward function
(6)
regret minimization
(5)
policy learning
(5)
imitation learning
(5)
function approximation
(4)
off-policy learning
(4)
continuous control
(4)
sequential decision-making
(4)
online algorithm
(4)
Papers
Autoregressive Bandits
AISTATS 2024
Parameterized Projected Bellman Operator
AAAI 2024
Graph-Triggered Rising Bandits
ICML 2024
Bandits with Ranking Feedback
NIPS 2024
Dynamical Linear Bandits
ICML 2023
Stochastic Rising Bandits
ICML 2022
Multi-Fidelity Best-Arm Identification
NIPS 2022
Gradient-Aware Model-Based Policy Search
AAAI 2020
Configurable Markov Decision Processes
ICML 2018
Boosted Fitted Q-Iteration
ICML 2017
Sparse Multi-Task Reinforcement Learning
NIPS 2014
Safe Policy Iteration
ICML 2013
Transfer from Multiple MDPs
NIPS 2011