Riccardo Poiani
8 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) πΊοΈ Taxonomy Completionist (20)
π
Cross-Pollinator
(7)
π
Renaissance Researcher
(5)
π₯
Unstoppable
(6)
Conferences
NIPS (4)
ICML (2)
AISTATS (1)
IJCAI (1)
Top co-authors
Keywords
generative model
(2)
bandit algorithm
(2)
multi-fidelity optimization
(2)
sample complexity
(2)
monte carlo method
(2)
best-arm identification
(2)
sequential decision making
(1)
policy gradient
(1)
policy optimization
(1)
trajectory optimization
(1)
variance reduction
(1)
reward function
(1)
monte carlo sampling
(1)
stochastic process
(1)
importance sampling
(1)
transfer learning
(1)
minimax optimal
(1)
exploration policy
(1)
discounted reward
(1)
inverse reinforcement learning
(1)
Papers
Best-Arm Identification in Unimodal Bandits
AISTATS 2025
Sub-optimal Experts mitigate Ambiguity in Inverse Reinforcement Learning
NIPS 2024
Optimal Multi-Fidelity Best-Arm Identification
NIPS 2024
Truncating Trajectories in Monte Carlo Reinforcement Learning
ICML 2023
Truncating Trajectories in Monte Carlo Policy Evaluation: an Adaptive Approach
NIPS 2023
Multi-Fidelity Best-Arm Identification
NIPS 2022
Meta-Reinforcement Learning by Tracking Task Non-stationarity
IJCAI 2021
Sequential Transfer in Reinforcement Learning with a Generative Model
ICML 2020