Tobias Lang

According to our database, Tobias Lang authored at least 16 papers between 2007 and 2016.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2016

Feasibility of Active Machine Learning for Multiclass Compound Classification.

Tobias Lang, Florian Flachsenberg, Ulrike von Luxburg, Matthias Rarey

J. Chem. Inf. Model., 2016

2014

Extracting kinematic background knowledge from interactions using task-sensitive relational learning.

Sebastian Höfer, Tobias Lang, Oliver Brock

Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

2013

Kognitive Robotik - Herausforderungen an unser Verständnis natürlicher Umgebungen.

Marc Toussaint, Tobias Lang, Nikolay Jetchev

Autom., 2013

Active Learning for Teaching a Robot Grounded Relational Symbols.

Johannes Kulick, Marc Toussaint, Tobias Lang, Manuel Lopes

Proceedings of the IJCAI 2013, 2013

2012

Exploration in relational domains for model-based reinforcement learning.

Tobias Lang, Marc Toussaint, Kristian Kersting

J. Mach. Learn. Res., 2012

Exploration in Model-based Reinforcement Learning by Empirically Estimating Learning Progress.

Manuel Lopes, Tobias Lang, Marc Toussaint, Pierre-Yves Oudeyer

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

2011

Planning and exploration in stochastic relational worlds.

Tobias Johannes Lang

PhD thesis, 2011

Analyzing and Escaping Local Optima in Planning as Inference for Partially Observable Domains.

Pascal Poupart, Tobias Lang, Marc Toussaint

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Escaping local optima in POMDP planning as inference.

Pascal Poupart, Tobias Lang, Marc Toussaint

Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2010

Planning with Noisy Probabilistic Relational Rules.

Tobias Lang, Marc Toussaint

J. Artif. Intell. Res., 2010

Exploration in Relational Worlds.

Tobias Lang, Marc Toussaint, Kristian Kersting

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Integrated motor control, planning, grasping and high-level reasoning in a blocks world using probabilistic inference.

Marc Toussaint, Nils Plath, Tobias Lang, Nikolay Jetchev

Proceedings of the IEEE International Conference on Robotics and Automation, 2010

Probabilistic Backward and Forward Reasoning in Stochastic Relational Worlds.

Tobias Lang, Marc Toussaint

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

2009

Relevance Grounding for Planning in Relational Domains.

Tobias Lang, Marc Toussaint

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2009

Approximate inference for planning in stochastic relational worlds.

Tobias Lang, Marc Toussaint

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

2007

Adaptive Non-Stationary Kernel Regression for Terrain Modeling.

Tobias Lang, Christian Plagemann, Wolfram Burgard

Proceedings of the Robotics: Science and Systems III, 2007