Tobias Lang

Publication Activity (10 Years)

Years Active: 2007-2016
Publications (10 Years): 1

Top Topics

Machine Learning

Relational Domains

Top Venues

J. Chem. Inf. Model.

J. Mach. Learn. Res.

Publications

Tobias Lang, Florian Flachsenberg, Ulrike von Luxburg, Matthias Rarey
Feasibility of Active Machine Learning for Multiclass Compound Classification. J. Chem. Inf. Model. 56 (1) (2016)
Tobias Lang, Marc Toussaint
Planning with Noisy Probabilistic Relational Rules. CoRR (2014)
Sebastian Höfer, Tobias Lang, Oliver Brock
Extracting kinematic background knowledge from interactions using task-sensitive relational learning. ICRA (2014)
Marc Toussaint, Tobias Lang, Nikolay Jetchev
Kognitive Robotik - Herausforderungen an unser Verständnis natürlicher Umgebungen. Autom. 61 (4) (2013)
Johannes Kulick, Marc Toussaint, Tobias Lang, Manuel Lopes
Active Learning for Teaching a Robot Grounded Relational Symbols. IJCAI (2013)
Tobias Lang, Marc Toussaint, Kristian Kersting
Exploration in relational domains for model-based reinforcement learning. J. Mach. Learn. Res. 13 (2012)
Manuel Lopes, Tobias Lang, Marc Toussaint, Pierre-Yves Oudeyer
Exploration in Model-based Reinforcement Learning by Empirically Estimating Learning Progress. NIPS (2012)
Pascal Poupart, Tobias Lang, Marc Toussaint
Escaping local optima in POMDP planning as inference. AAMAS (2011)
Pascal Poupart, Tobias Lang, Marc Toussaint
Analyzing and Escaping Local Optima in Planning as Inference for Partially Observable Domains. ECML/PKDD (2) (2011)
Marc Toussaint, Nils Plath, Tobias Lang, Nikolay Jetchev
Integrated motor control, planning, grasping and high-level reasoning in a blocks world using probabilistic inference. ICRA (2010)
Tobias Lang, Marc Toussaint
Planning with Noisy Probabilistic Relational Rules. J. Artif. Intell. Res. 39 (2010)
Tobias Lang, Marc Toussaint
Probabilistic Backward and Forward Reasoning in Stochastic Relational Worlds. ICML (2010)
Tobias Lang, Marc Toussaint, Kristian Kersting
Exploration in Relational Worlds. ECML/PKDD (2) (2010)
Tobias Lang, Marc Toussaint
Relevance Grounding for Planning in Relational Domains. ECML/PKDD (1) (2009)
Tobias Lang, Marc Toussaint
Approximate inference for planning in stochastic relational worlds. ICML (2009)
Tobias Lang, Christian Plagemann, Wolfram Burgard
Adaptive Non-Stationary Kernel Regression for Terrain Modeling. Robotics: Science and Systems (2007)