Oliver B. Kroemer

2 papers · 2011–2012 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

NeurIPS (2)

Top co-authors

Jan R. Peters (2) Abdeslam Boularias (1)

Research topics

Machine Learning (2) Reinforcement Learning (2) Applications (2) Core Methods (2) Learning Types (2) Methods (2) Artificial Intelligence (1) Mathematics & Optimization (1) Robotics (1) Bayesian & Probabilistic (1) Capabilities (1) Core AI (1) Optimization (1)

Keywords

reinforcement learning (1) temporal difference learning (1) policy evaluation (1) policy learning (1) policy search (1) dynamic programming (1) value function approximation (1) apprenticeship learning (1) kernel density estimation (1) robot grasping (1) markov random field (1) graph kernel (1) galerkin method (1) non-parametric method (1) kernel methods (1) graph-based policy (1)

Papers

Algorithms for Learning Markov Field Policies NeurIPS 2012 A Non-Parametric Approach to Dynamic Programming NeurIPS 2011