Anders Jonsson
Anders Jonsson
Artificial Intelligence and Machine Learning group, Universitat Pompeu Fabra
Verified email at upf.edu
TitleCited byYear
Causal graph based decomposition of factored mdps
A Jonsson, A Barto
Journal of Machine Learning Research 7 (Nov), 2259-2301, 2006
912006
Automated state abstraction for options using the U-tree algorithm
A Jonsson, AG Barto
Advances in neural information processing systems, 1054-1060, 2001
802001
Scaling up multiagent planning: A best-response approach
A Jonsson, M Rovatsos
Twenty-First International Conference on Automated Planning and Scheduling, 2011
692011
The Complexity of Planning Problems With Simple Causal Graphs.
O Giménez, A Jonsson
Journal of Artificial Intelligence Research 31 (1), 319-351, 2008
492008
A causal approach to hierarchical decomposition of factored MDPs
A Jonsson, AG Barto
Proceedings of the 22nd International Conference on Machine Learning (ICML …, 2005
492005
A unified view of entropy-regularized Markov decision processes
G Neu, A Jonsson, V Gómez
arXiv preprint arXiv:1705.07798, 2017
422017
A Single-Agent Approach to Multiagent Planning.
M Crosby, A Jonsson, M Rovatsos
ECAI, 237-242, 2014
342014
Evaluating the feasibility of learning student models from data
A Jonsson, J Johns, H Mehranian, I Arroyo, B Woolf, A Barto, D Fisher, ...
Educational Data Mining: Papers from the AAAI Workshop, 1-6, 2005
332005
The role of macros in tractable planning
A Jonsson
Journal of Artificial Intelligence Research 36, 471-511, 2009
302009
Active learning of dynamic bayesian networks in markov decision processes
A Jonsson, A Barto
International Symposium on Abstraction, Reformulation, and Approximation …, 2007
302007
The Role of Macros in Tractable Planning over Causal Graphs.
A Jonsson
IJCAI, 1936-1941, 2007
252007
Planning over Chain Causal Graphs for Variables with Domains of Size 5 Is NP-Hard
O Giménez, A Jonsson
Journal of Artificial Intelligence Research 34 (1), 675-706, 2009
192009
Generalized planning with procedural domain control knowledge
J Segovia, S Jiménez, A Jonsson
Proceedings of the Twenty-Sixth International Conference on Automated …, 2016
15*2016
Temporal Planning With Required Concurrency Using Classical Planning
S Jiménez, A Jonsson, H Palacios
Proceedings of the Twenty-Fifth International Conference on International …, 2015
152015
Automaton plans
C Bäckström, A Jonsson, P Jonsson
Journal of Artificial Intelligence Research 51, 255-291, 2014
122014
Safe, strong, and tractable relevance analysis for planning
P Haslum, M Helmert, A Jonsson
Twenty-Third International Conference on Automated Planning and Scheduling, 2013
122013
The influence of k-dependence on the complexity of planning
O Giménez, A Jonsson
Artificial Intelligence 177, 25-45, 2012
122012
The influence of k-dependence on the complexity of planning
O Giménez, A Jonsson
ICAPS, 138-145, 2009
122009
Hierarchical linearly-solvable Markov decision problems
A Jonsson, V Gómez
Twenty-Sixth International Conference on Automated Planning and Scheduling, 2016
112016
On the Hardness of Planning Problems with Simple Causal Graphs.
O Giménez, A Jonsson
ICAPS, 152-159, 2007
102007
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Articles 1–20