Jan R Peters
8 papers · 2013–2023 · 1 conference · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Academic Marathon (10) π Cross-Pollinator (3) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(22)
π
Trend Setter
Conferences
NIPS (8)
Top co-authors
Keywords
probabilistic modeling
(1)
black-box optimization
(1)
variational inference
(1)
sequential decision making
(1)
optimal transport
(1)
likelihood-free inference
(1)
robot learning
(1)
regret minimization
(1)
gaussian process
(1)
policy search
(1)
stochastic control
(1)
partially observable markov decision process
(1)
trajectory optimization
(1)
relative entropy
(1)
convex programming
(1)
bayesian optimization
(1)
learning progress
(1)
probabilistic trajectory distribution
(1)
stochastic feedback controller
(1)
information theory
(1)
Papers
Pseudo-Likelihood Inference
NIPS 2023
Accelerating Motion Planning via Optimal Transport
NIPS 2023
Improved Algorithms for Stochastic Linear Bandits Using Tail Bounds for Martingale Mixtures
NIPS 2023
Information-Theoretic Safe Exploration with Gaussian Processes
NIPS 2022
Self-Paced Deep Reinforcement Learning
NIPS 2020
Catching heuristics are optimal control policies
NIPS 2016
Model-Based Relative Entropy Stochastic Search
NIPS 2015
Probabilistic Movement Primitives
NIPS 2013