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Jonsson, Anders - Departament de Tecnologia, Universitat Pompeu Fabra
In Search of the Tractability Boundary of Planning Problems Omer Gim enez
Automated State Abstraction for Options using the U-Tree Algorithm
Active Learning of Dynamic Bayesian Networks in Markov Decision Processes
Active Learning of Dynamic Bayesian Networks in Markov Decision Processes
Efficient Pruning of Operators in Planning Domains Anders Jonsson
On the Hardness of Planning Problems With Simple Causal Graphs Omer Gimenez
Automated State Abstraction for Options using the UTree Algorithm
Evaluating the Feasibility of Learning Student Models from Data Anders Jonsson
Scaling Up Multiagent Planning: A Best-Response Approach Anders Jonsson
Journal of Machine Learning Research 7 (2006) 2259-2301 Submitted 10/05; Revised 7/06; Published 11/06 Causal Graph Based Decomposition of Factored MDPs
The Influence of kDependence on the Complexity of Planning Omer Gim enez
Journal of Artificial Intelligence Research 31 (2008) 319-351 Submitted 09/07; published 02/08 The Complexity of Planning Problems
In Search of the Tractability Boundary of Planning Problems Omer Gimenez
Efficient Pruning of Operators in Planning Domains Anders Jonsson
The Role of Macros in Tractable Planning over Causal Graphs Anders Jonsson
Journal of Artificial Intelligence Research 34 (2009) 675-706 Submitted 11/08; published 04/09 Planning over Chain Causal Graphs for Variables with
A Causal Approach to Hierarchical Decomposition of Factored MDPs
On the Hardness of Planning Problems With Simple Causal Graphs Omer Gim enez
The Role of Macros in Tractable Planning over Causal Graphs Anders Jonsson
A CAUSAL APPROACH TO HIERARCHICAL DECOMPOSITION IN REINFORCEMENT LEARNING
Evaluating the Feasibility of Learning Student Models from Data # Anders Jonsson + , Jeff Johns + , Hasmik Mehranian # , Ivon Arroyo ,
Coordination with Collective and Individual Decisions Paulo Trigo1
A Learning Approach to Interactive Browsing of Surveillance Content
Journal of Artificial Intelligence Research 36 (2009) 471-511 Submitted 7/09; published 12/09 The Role of Macros in Tractable Planning
The Influence of k-Dependence on the Complexity of Planning Omer Gimenez
A Causal Approach to Hierarchical Decomposition of Factored MDPs
