Konrad Rawlik

4 papers · 2010–2013 · 3 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (5) 🗺️ Taxonomy Completionist (11) 🚀 Conference Pioneer 📈 Trend Setter

Conferences

IJCAI (2) NIPS (1) RSS (1)

Top co-authors

Marc Toussaint (4) Sethu Vijayakumar (4)

Keywords

approximate inference (2) probabilistic modeling (1) variational inference (1) bayesian inference (1) em algorithm (1) policy learning (1) optimal control (1) robotics control (1) temporal optimization (1) stochastic optimal control (1) reinforcement learning (1) robotic system (1)

Papers

Path Integral Control by Reproducing Kernel Hilbert Space Embedding IJCAI 2013

On Stochastic Optimal Control and Reinforcement Learning by Approximate Inference (Extended Abstract) IJCAI 2013

On Stochastic Optimal Control and Reinforcement Learning by Approximate Inference RSS 2012

An Approximate Inference Approach to Temporal Optimization in Optimal Control NIPS 2010