Sebastian Curi
10 papers · 2019–2022 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π Cross-Pollinator (9) π Renaissance Researcher (5) π Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(6)
π€
Dynamic Duo
(10)
π
Conference Pioneer
π
Century Club
(10)
Conferences
ICLR (2)
ICML (2)
L4DC (2)
NIPS (2)
AISTATS (1)
IJCAI (1)
Top co-authors
Keywords
epistemic uncertainty
(2)
stochastic optimization
(2)
model-based reinforcement learning
(2)
gaussian process
(2)
convex optimization
(1)
uncertainty quantification
(1)
adversarial learning
(1)
robust reinforcement learning
(1)
variational inference
(1)
minimax optimization
(1)
regret minimization
(1)
variance reduction
(1)
optimal control
(1)
policy search
(1)
semi-definite programming
(1)
policy learning
(1)
adversarial robustness
(1)
linear quadratic regulator
(1)
bellman error
(1)
reinforcement learning
(1)
Papers
Constrained Policy Optimization via Bayesian World Models
ICLR 2022
Learning Stabilizing Controllers for Unstable Linear Quadratic Regulators from a Single Trajectory
L4DC 2021
Combining Pessimism with Optimism for Robust and Efficient Model-Based Deep Reinforcement Learning
ICML 2021
Logistic Q-Learning
AISTATS 2021
Risk-Averse Offline Reinforcement Learning
ICLR 2021
Adaptive Sampling for Stochastic Risk-Averse Learning
NIPS 2020
Efficient Model-Based Reinforcement Learning through Optimistic Policy Search and Planning
NIPS 2020
Structured Variational Inference in Partially Observable Unstable Gaussian Process State Space Models
L4DC 2020
Online Variance Reduction with Mixtures
ICML 2019
Safe Contextual Bayesian Optimization for Sustainable Room Temperature PID Control Tuning
IJCAI 2019