Matteo Turchetta
8 papers · 2016–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Academic Marathon (6) π£ Hot Topic Early Bird π Cross-Pollinator (15) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
π±
Topic Pioneer
π
Trend Setter
Conferences
NIPS (7)
IJCAI (1)
Top co-authors
Research topics
Keywords
safe exploration
(3)
gaussian process
(3)
bayesian optimization
(2)
safe reinforcement learning
(2)
safety constraint
(2)
reinforcement learning
(2)
model-based reinforcement learning
(1)
thompson sampling
(1)
reward learning
(1)
hyperparameter tuning
(1)
information gain
(1)
sublinear regret
(1)
surrogate model
(1)
autonomous agent
(1)
lyapunov stability
(1)
mixed-integer optimization
(1)
control policy
(1)
stability guarantee
(1)
rover navigation
(1)
constraint learning
(1)
Papers
Near-Optimal Multi-Agent Learning for Safe Coverage Control
NIPS 2022
Learning Long-Term Crop Management Strategies with CyclesGym
NIPS 2022
Information Directed Reward Learning for Reinforcement Learning
NIPS 2021
Mixed-Variable Bayesian Optimization
IJCAI 2020
Safe Reinforcement Learning via Curriculum Induction
NIPS 2020
Safe Exploration for Interactive Machine Learning
NIPS 2019
Safe Model-based Reinforcement Learning with Stability Guarantees
NIPS 2017
Safe Exploration in Finite Markov Decision Processes with Gaussian Processes
NIPS 2016