Konrad Rawlik
4 papers · 2010–2013 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird π Conference Pioneer
π
Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(2)
Machine Learning
(2)
Reinforcement Learning
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Core AI
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Robotics
(1)
Applications
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Capabilities
(1)
Learning Types
(1)
Methods
(1)
Optimization
(1)
Systems
(1)
Keywords
approximate inference
(2)
probabilistic modeling
(1)
variational inference
(1)
bayesian inference
(1)
em algorithm
(1)
expectation maximization
(1)
policy learning
(1)
optimal control
(1)
robotics control
(1)
temporal optimization
(1)
stochastic optimal control
(1)
reinforcement learning
(1)
robotic system
(1)
Papers
On Stochastic Optimal Control and Reinforcement Learning by Approximate Inference (Extended Abstract)
IJCAI 2013
Path Integral Control by Reproducing Kernel Hilbert Space Embedding
IJCAI 2013
On Stochastic Optimal Control and Reinforcement Learning by Approximate Inference
RSS 2012
An Approximate Inference Approach to Temporal Optimization in Optimal Control
NeurIPS 2010