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Hector Geffner
Person information
- affiliation: RWTH Aachen University, Germany
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Books and Theses
- 2013
- [b2]Hector Geffner
, Blai Bonet:
A Concise Introduction to Models and Methods for Automated Planning. Synthesis Lectures on Artificial Intelligence and Machine Learning, Morgan & Claypool Publishers 2013, ISBN 9781608459698, pp. 1-141 - 1992
- [b1]Hector Geffner:
Default reasoning - causal and conditional theories. MIT Press 1992, ISBN 978-0-262-07137-6, pp. I-X, 1-222
Journal Articles
- 2024
- [j21]Blai Bonet, Hector Geffner:
General Policies, Subgoal Structure, and Planning Width. J. Artif. Intell. Res. 80: 475-516 (2024) - [j20]Dominik Drexler, Jendrik Seipp
, Hector Geffner
:
Expressing and Exploiting Subgoal Structure in Classical Planning Using Sketches. J. Artif. Intell. Res. 80 (2024) - 2022
- [j19]Ivan D. Rodriguez, Blai Bonet, Sebastian Sardiña, Hector Geffner:
Flexible FOND Planning with Explicit Fairness Assumptions. J. Artif. Intell. Res. 74 (2022) - 2020
- [j18]Blai Bonet, Hector Geffner:
Qualitative Numeric Planning: Reductions and Complexity. J. Artif. Intell. Res. 69: 923-961 (2020) - 2014
- [j17]Hector Geffner
:
Artificial Intelligence: From programs to solvers. AI Commun. 27(1): 45-51 (2014) - [j16]Blai Bonet, Hector Geffner:
Belief Tracking for Planning with Sensing: Width, Complexity and Approximations. J. Artif. Intell. Res. 50: 923-970 (2014) - 2011
- [j15]Hector Geffner:
The model-based approach to autonomous behavior: Prospects and challenges. Intelligenza Artificiale 5(2): 163-169 (2011) - 2009
- [j14]Héctor Palacios, Hector Geffner
:
Compiling Uncertainty Away in Conformant Planning Problems with Bounded Width. J. Artif. Intell. Res. 35: 623-675 (2009) - [j13]Emil Keyder, Hector Geffner
:
Soft Goals Can Be Compiled Away. J. Artif. Intell. Res. 36: 547-556 (2009) - 2008
- [j12]Blai Bonet, Hector Geffner
:
Heuristics for planning with penalties and rewards formulated in logic and computed through circuits. Artif. Intell. 172(12-13): 1579-1604 (2008) - 2006
- [j11]Vincent Vidal, Hector Geffner
:
Branching and pruning: An optimal temporal POCL planner based on constraint programming. Artif. Intell. 170(3): 298-335 (2006) - [j10]Wolfgang Achtner, Esma Aïmeur, Sarabjot Singh Anand, Douglas E. Appelt, Naveen Ashish, Tiffany Barnes, Joseph E. Beck, M. Bernardine Dias, Prashant Doshi, Chris Drummond, William Elazmeh, Ariel Felner, Dayne Freitag, Hector Geffner, Christopher W. Geib, Richard Goodwin, Robert C. Holte, Frank Hutter, Fair Isaac, Nathalie Japkowicz, Gal A. Kaminka, Sven Koenig, Michail G. Lagoudakis, David B. Leake, Lundy Lewis, Hugo Liu, Ted Metzler, Rada Mihalcea, Bamshad Mobasher, Pascal Poupart, David V. Pynadath, Thomas Roth-Berghofer, Wheeler Ruml, Stefan Schulz, Sven Schwarz, Stephanie Seneff, Amit P. Sheth, Ron Sun, Michael Thielscher, Afzal Upal, Jason D. Williams, Steve J. Young, Dmitry Zelenko:
Reports on the Twenty-First National Conference on Artificial Intelligence (AAAI-06) Workshop Program. AI Mag. 27(4): 92-102 (2006) - 2005
- [j9]Blai Bonet, Hector Geffner:
mGPT: A Probabilistic Planner Based on Heuristic Search. J. Artif. Intell. Res. 24: 933-944 (2005) - 2004
- [j8]Mario Martín
, Hector Geffner
:
Learning Generalized Policies from Planning Examples Using Concept Languages. Appl. Intell. 20(1): 9-19 (2004) - 2003
- [j7]Hector Geffner:
PDDL 2.1: Representation vs. Computation. J. Artif. Intell. Res. 20: 139-144 (2003) - 2001
- [j6]Blai Bonet, Hector Geffner
:
Planning as heuristic search. Artif. Intell. 129(1-2): 5-33 (2001) - [j5]Blai Bonet, Hector Geffner:
Heuristic Search Planner 2.0. AI Mag. 22(3): 77-80 (2001) - [j4]Blai Bonet, Hector Geffner
:
Planning and Control in Artificial Intelligence: A Unifying Perspective. Appl. Intell. 14(3): 237-252 (2001) - 2000
- [j3]Derek Long, Henry A. Kautz, Bart Selman, Blai Bonet, Hector Geffner, Jana Koehler, Michael Brenner, Jörg Hoffmann, Frank Rittinger, Corin R. Anderson, Daniel S. Weld, David E. Smith, Maria Fox:
The AIPS-98 Planning Competition. AI Mag. 21(2): 13-33 (2000) - 1992
- [j2]Hector Geffner
, Judea Pearl:
Conditional Entailment: Bridging two Approaches to Default Reasoning. Artif. Intell. 53(2-3): 209-244 (1992) - [j1]Hector Geffner
:
High-probabilities, model-preference and default arguments. Minds Mach. 2(1): 51-70 (1992)
Conference and Workshop Papers
- 2024
- [c109]Blai Bonet, Dominik Drexler, Hector Geffner:
On Policy Reuse: An Expressive Language for Representing and Executing General Policies that Call Other Policies. ICAPS 2024: 31-39 - [c108]Magí Dalmau-Moreno, Néstor García, Vicenç Gómez, Hector Geffner:
Combined Task and Motion Planning via Sketch Decompositions. ICAPS 2024: 123-132 - 2023
- [c107]Dominik Drexler, Jendrik Seipp, Hector Geffner:
Learning Hierarchical Policies by Iteratively Reducing the Width of Sketch Rules. KR 2023: 208-218 - [c106]Simon Ståhlberg, Blai Bonet, Hector Geffner:
Learning General Policies with Policy Gradient Methods. KR 2023: 647-657 - 2022
- [c105]Hector Geffner:
Target Languages (vs. Inductive Biases) for Learning to Act and Plan. AAAI 2022: 12326-12333 - [c104]Dominik Drexler, Jendrik Seipp, Hector Geffner:
Learning Sketches for Decomposing Planning Problems into Subproblems of Bounded Width. ICAPS 2022: 62-70 - [c103]Simon Ståhlberg, Blai Bonet, Hector Geffner:
Learning General Optimal Policies with Graph Neural Networks: Expressive Power, Transparency, and Limits. ICAPS 2022: 629-637 - [c102]Simon Ståhlberg, Blai Bonet, Hector Geffner:
Learning Generalized Policies without Supervision Using GNNs. KR 2022 - 2021
- [c101]Blai Bonet, Hector Geffner:
General Policies, Representations, and Planning Width. AAAI 2021: 11764-11773 - [c100]Guillem Francès, Blai Bonet, Hector Geffner:
Learning General Planning Policies from Small Examples Without Supervision. AAAI 2021: 11801-11808 - [c99]Ivan D. Rodriguez, Blai Bonet, Sebastian Sardiña, Hector Geffner:
Flexible FOND Planning with Explicit Fairness Assumptions. ICAPS 2021: 290-298 - [c98]Dominik Drexler, Jendrik Seipp, Hector Geffner:
Expressing and Exploiting the Common Subgoal Structure of Classical Planning Domains Using Sketches. KR 2021: 258-268 - [c97]Ivan D. Rodriguez, Blai Bonet, Javier Romero, Hector Geffner:
Learning First-Order Representations for Planning from Black Box States: New Results. KR 2021: 539-548 - 2020
- [c96]Blai Bonet, Hector Geffner:
Learning First-Order Symbolic Representations for Planning from the Structure of the State Space. ECAI 2020: 2322-2329 - [c95]Blai Bonet, Giuseppe De Giacomo, Hector Geffner, Fabio Patrizi
, Sasha Rubin:
High-level Programming via Generalized Planning and LTL Synthesis. KR 2020: 152-161 - 2019
- [c94]Blai Bonet, Guillem Francès, Hector Geffner:
Learning Features and Abstract Actions for Computing Generalized Plans. AAAI 2019: 2703-2710 - 2018
- [c93]Wilmer Bandres, Blai Bonet, Hector Geffner:
Planning With Pixels in (Almost) Real Time. AAAI 2018: 6102-6109 - [c92]Tomas Geffner, Hector Geffner:
Compact Policies for Fully Observable Non-Deterministic Planning as SAT. ICAPS 2018: 88-96 - [c91]Hector Geffner:
Model-free, Model-based, and General Intelligence. IJCAI 2018: 10-17 - [c90]Blai Bonet, Hector Geffner:
Features, Projections, and Representation Change for Generalized Planning. IJCAI 2018: 4667-4673 - 2017
- [c89]Nir Lipovetzky, Hector Geffner:
Best-First Width Search: Exploration and Exploitation in Classical Planning. AAAI 2017: 3590-3596 - [c88]Filippos Kominis, Hector Geffner:
Multiagent Online Planning with Nested Beliefs and Dialogue. ICAPS 2017: 186-194 - [c87]Nir Lipovetzky, Hector Geffner:
A Polynomial Planning Algorithm that Beats LAMA and FF. ICAPS 2017: 195-199 - [c86]Blai Bonet, Giuseppe De Giacomo, Hector Geffner, Sasha Rubin:
Generalized Planning: Non-Deterministic Abstractions and Trajectory Constraints. IJCAI 2017: 873-879 - [c85]Guillem Francès, Miquel Ramírez
, Nir Lipovetzky, Hector Geffner:
Purely Declarative Action Descriptions are Overrated: Classical Planning with Simulators. IJCAI 2017: 4294-4301 - [c84]Francesco Percassi, Alfonso Emilio Gerevini, Hector Geffner:
Improving Plan Quality through Heuristics for Guiding and Pruning the Search: A Study Using LAMA. SOCS 2017: 144-148 - 2016
- [c83]Nir Lipovetzky, Christian J. Muise, Hector Geffner:
Traps, Invariants, and Dead-Ends. ICAPS 2016: 211-215 - [c82]Blai Bonet, Hector Geffner:
Factored Probabilistic Belief Tracking. IJCAI 2016: 3045-3052 - [c81]Guillem Francès, Hector Geffner:
∃-STRIPS: Existential Quantification in Planning and Constraint Satisfaction. IJCAI 2016: 3082-3088 - [c80]Guillem Francès, Hector Geffner:
Effective Planning with More Expressive Languages. IJCAI 2016: 4155-4159 - 2015
- [c79]Nir Lipovetzky, Miquel Ramírez, Hector Geffner:
Classical Planning Algorithms on the Atari Video Games. AAAI Workshop: Learning for General Competency in Video Games 2015 - [c78]Tomas Geffner, Hector Geffner:
Width-Based Planning for General Video-Game Playing. AIIDE 2015: 23-29 - [c77]Guillem Francès, Hector Geffner:
Modeling and Computation in Planning: Better Heuristics from More Expressive Languages. ICAPS 2015: 70-78 - [c76]Filippos Kominis, Hector Geffner:
Beliefs In Multiagent Planning: From One Agent to Many. ICAPS 2015: 147-155 - [c75]Nir Lipovetzky, Miquel Ramírez, Hector Geffner:
Classical Planning with Simulators: Results on the Atari Video Games. IJCAI 2015: 1610-1616 - [c74]Blai Bonet, Hector Geffner:
Policies that Generalize: Solving Many Planning Problems with the Same Policy. IJCAI 2015: 2798-2804 - 2014
- [c73]Blai Bonet, Hector Geffner:
Flexible and Scalable Partially Observable Planning with Linear Translations. AAAI 2014: 2235-2241 - [c72]Nir Lipovetzky
, Hector Geffner
:
Width-based Algorithms for Classical Planning: New Results. ECAI 2014: 1059-1060 - [c71]Hector Geffner:
Non-classical Planning with a Classical Planner: The Power of Transformations. JELIA 2014: 33-47 - 2013
- [c70]Blai Bonet, Hector Geffner:
Causal Belief Decomposition for Planning with Sensing: Completeness Results and Practical Approximation. IJCAI 2013: 2275-2281 - [c69]Fabio Patrizi, Nir Lipovetzky, Hector Geffner:
Fair LTL Synthesis for Non-Deterministic Systems using Strong Cyclic Planners. IJCAI 2013: 2343-2349 - 2012
- [c68]Blai Bonet, Hector Geffner:
Action Selection for MDPs: Anytime AO* Versus UCT. AAAI 2012: 1749-1755 - [c67]Blai Bonet, Hector Geffner:
Width and Complexity of Belief Tracking in Non-Deterministic Conformant and Contingent Planning. AAAI 2012: 1756-1762 - [c66]Nir Lipovetzky
, Hector Geffner
:
Width and Serialization of Classical Planning Problems. ECAI 2012: 540-545 - 2011
- [c65]Siddharth Srivastava, Shlomo Zilberstein, Neil Immerman, Hector Geffner:
Qualitative Numeric Planning. AAAI 2011: 1010-1016 - [c64]Alexandre Albore, Miquel Ramírez, Hector Geffner:
Effective Heuristics and Belief Tracking for Planning with Incomplete Information. ICAPS 2011 - [c63]Andrey Kolobov, Mausam, Daniel S. Weld, Hector Geffner:
Heuristic Search for Generalized Stochastic Shortest Path MDPs. ICAPS 2011 - [c62]Nir Lipovetzky, Hector Geffner:
Searching for Plans with Carefully Designed Probes. ICAPS 2011 - [c61]Blai Bonet, Hector Geffner
:
Planning under Partial Observability by Classical Replanning: Theory and Experiments. IJCAI 2011: 1936-1941 - [c60]Fabio Patrizi
, Nir Lipovetzky, Giuseppe De Giacomo, Hector Geffner
:
Computing Infinite Plans for LTL Goals Using a Classical Planner. IJCAI 2011: 2003-2008 - [c59]Miquel Ramírez
, Hector Geffner
:
Goal Recognition over POMDPs: Inferring the Intention of a POMDP Agent. IJCAI 2011: 2009-2014 - [c58]Hector Geffner:
Inference and Learning in Planning. ILP 2011: 1 - 2010
- [c57]Miquel Ramírez, Hector Geffner:
Probabilistic Plan Recognition Using Off-the-Shelf Classical Planners. AAAI 2010: 1121-1126 - [c56]Blai Bonet, Héctor Palacios, Hector Geffner:
Automatic Derivation of Finite-State Machines for Behavior Control. AAAI 2010: 1656-1659 - [c55]Hector Geffner:
The Model-Based Approach to Autonomous Behavior: A Personal View. AAAI 2010: 1709-1712 - [c54]Alexandre Albore, Héctor Palacios, Hector Geffner
:
Compiling Uncertainty Away in Non-Deterministic Conformant Planning. ECAI 2010: 465-470 - [c53]Hector Geffner
:
Planning with Incomplete Information - (Invited Paper). MoChArt 2010: 1-11 - 2009
- [c52]Blai Bonet, Héctor Palacios, Hector Geffner:
Automatic Derivation of Memoryless Policies and Finite-State Controllers Using Classical Planners. ICAPS 2009 - [c51]Nir Lipovetzky, Hector Geffner:
Inference and Decomposition in Planning Using Causal Consistent Chains. ICAPS 2009 - [c50]Hector Geffner:
Inference and Learning in Planning. ALT 2009: 2 - [c49]Hector Geffner
:
Inference and Learning in Planning (Extended Abstract). Discovery Science 2009: 1-12 - [c48]Alexandre Albore, Héctor Palacios, Hector Geffner:
A Translation-Based Approach to Contingent Planning. IJCAI 2009: 1623-1628 - [c47]Blai Bonet, Hector Geffner:
Solving POMDPs: RTDP-Bel vs. Point-based Algorithms. IJCAI 2009: 1641-1646 - [c46]Emil Keyder, Hector Geffner:
Trees of Shortest Paths vs. Steiner Trees: Understanding and Improving Delete Relaxation Heuristics. IJCAI 2009: 1734-1739 - [c45]Miquel Ramírez, Hector Geffner:
Plan Recognition as Planning. IJCAI 2009: 1778-1783 - 2008
- [c44]Malte Helmert, Hector Geffner:
Unifying the Causal Graph and Additive Heuristics. ICAPS 2008: 140-147 - [c43]Hector Geffner:
AI at 50: From Programs to Solvers - Models and Techniques for General Intelligence. CCIA 2008: 4 - [c42]Emil Keyder, Hector Geffner
:
Heuristics for Planning with Action Costs Revisited. ECAI 2008: 588-592 - 2007
- [c41]Héctor Palacios, Hector Geffner:
From Conformant into Classical Planning: Efficient Translations that May Be Complete Too. ICAPS 2007: 264-271 - [c40]Alexandre Albore, Héctor Palacios, Hector Geffner:
Fast and Informed Action Selection for Planning with Sensing. CAEPIA 2007: 1-10 - [c39]Emil Keyder, Hector Geffner:
Heuristics for Planning with Action Costs. CAEPIA 2007: 140-149 - [c38]Miquel Ramírez
, Hector Geffner:
Structural Relaxations by Variable Renaming and Their Compilation for Solving MinCostSAT. CP 2007: 605-619 - 2006
- [c37]Héctor Palacios, Hector Geffner:
Compiling Uncertainty Away: Solving Conformant Planning Problems using a Classical Planner (Sometimes). AAAI 2006: 900-905 - [c36]Blai Bonet, Hector Geffner:
Learning Depth-First Search: A Unified Approach to Heuristic Search in Deterministic and Non-Deterministic Settings, and Its Application to MDPs. ICAPS 2006: 142-151 - [c35]Blai Bonet, Hector Geffner:
Heuristics for Planning with Penalties and Rewards using Compiled Knowledge. KR 2006: 452-462 - 2005
- [c34]Patrik Haslum, Blai Bonet, Hector Geffner:
New Admissible Heuristics for Domain-Independent Planning. AAAI 2005: 1163-1168 - [c33]Blai Bonet, Hector Geffner:
An Algorithm Better than AO*? AAAI 2005: 1343-1348 - [c32]Héctor Palacios, Blai Bonet, Adnan Darwiche, Hector Geffner:
Pruning Conformant Plans by Counting Models on Compiled d-DNNF Representations. ICAPS 2005: 141-150 - [c31]Héctor Palacios, Hector Geffner:
Mapping Conformant Planning into SAT Through Compilation and Projection. CAEPIA 2005: 311-320 - [c30]Hector Geffner
:
Search and Inference in AI Planning. CP 2005: 1-4 - [c29]Vincent Vidal, Hector Geffner
:
Solving Simple Planning Problems with More Inference and No Search. CP 2005: 682-696 - 2004
- [c28]Vincent Vidal, Hector Geffner:
Branching and Pruning: An Optimal Temporal POCL Planner Based on Constraint Programming. AAAI 2004: 570-577 - [c27]Hector Geffner:
Planning Graphs and Knowledge Compilation. ICAPS 2004: 52-62 - [c26]Hector Geffner:
Planning Graphs and Knowledge Compilation. KR 2004: 662-672 - 2003
- [c25]Blai Bonet, Hector Geffner:
Labeled RTDP: Improving the Convergence of Real-Time Dynamic Programming. ICAPS 2003: 12-21 - [c24]Jörg Hoffmann, Hector Geffner:
Branching Matters: Alternative Branching in Graphplan. ICAPS 2003: 22-31 - [c23]Blai Bonet, Hector Geffner:
Faster Heuristic Search Algorithms for Planning with Uncertainty and Full Feedback. IJCAI 2003: 1233-1238 - 2002
- [c22]Hector Geffner:
Perspectives on Artificial Intelligence Planning. AAAI/IAAI 2002: 1013-1023 - 2001
- [c21]Hector Geffner:
Planning with Uncertainty and Incomplete Information. ECSQARU 2001: 16 - 2000
- [c20]Blai Bonet, Hector Geffner:
Planning with Incomplete Information as Heuristic Search in Belief Space. AIPS 2000: 52-61 - [c19]Patrik Haslum, Hector Geffner:
Admissible Heuristics for Optimal Planning. AIPS 2000: 140-149 - [c18]Nahla Ben Amor, Salem Benferhat, Didier Dubois, Hector Geffner, Henri Prade:
Independence in qualitative uncertainty frameworks. KR 2000: 235-246 - [c17]Mario Martín, Hector Geffner:
Learning Generalized Policies in Planning Using Concept Languages. KR 2000: 667-677 - 1999
- [c16]Blai Bonet, Hector Geffner:
Planning as Heuristic Search: New Results. ECP 1999: 360-372 - 1998
- [c15]Hector Geffner, Jacques Wainer:
Modeling Action, Knowledge and Control. ECAI 1998: 532-536 - [c14]Hector Geffner:
Modelling Intelligent Behaviour: The Markov Decision Process Approach. IBERAMIA 1998: 1-12 - [c13]Blai Bonet, Hector Geffner:
Learning Sorting and Decision Trees with POMDPs. ICML 1998: 73-81 - 1997
- [c12]Blai Bonet, Gábor Loerincs, Hector Geffner:
A Robust and Fast Action Selection Mechanism for Planning. AAAI/IAAI 1997: 714-719 - [c11]Hector Geffner:
Causality, Constraints and Indirect Effects. IJCAI (1) 1997: 555-561 - 1996
- [c10]Hector Geffner:
A Qualitative Model for Temporal Reasoning with Incomplete Information. AAAI/IAAI, Vol. 2 1996: 1176-1181 - [c9]Hector Geffner:
A Formal Framework for Clausal Modeling and Argumentation. FAPR 1996: 208-222 - [c8]Blai Bonet, Hector Geffner:
Arguing for Decisions: A Qualitative Model of Decision Making. UAI 1996: 98-105 - 1995
- [c7]Hector Geffner, Jimena Llopis, Gisela Mendez:
Sound and Efficient Non-monotonic Inference. IJCAI 1995: 1495-1501 - 1994
- [c6]Hector Geffner:
Causal Default Reasoning: Principles and Algorithms. AAAI 1994: 245-250 - 1991
- [c5]Hector Geffner:
Beyond Negation as Failure. KR 1991: 218-229 - 1990
- [c4]Hector Geffner:
Causal Theories for Nonmonotonic Reasoning. AAAI 1990: 524-530 - 1989
- [c3]Hector Geffner:
Default Reasoning, Minimality and Coherence. KR 1989: 137-148 - 1988
- [c2]Hector Geffner:
On the Logic of Defaults. AAAI 1988: 449-454 - 1987
- [c1]Hector Geffner, Judea Pearl:
An Improved Constraint-Propagation Algorithm for Diagnosis. IJCAI 1987: 1105-1111
Editorship
- 2022
- [e4]Hector Geffner, Rina Dechter, Joseph Y. Halpern:
Probabilistic and Causal Inference: The Works of Judea Pearl. ACM Books 36, ACM 2022, ISBN 978-1-4503-9586-1 [contents] - 2011
- [e3]Cèsar Fernández, Hector Geffner, Felip Manyà:
Artificial Intelligence Research and Development - Proceedings of the 14th International Conference of the Catalan Association for Artificial Intelligence, Lleida, Catalonia, Spain, October 26-28, 2011. Frontiers in Artificial Intelligence and Applications 232, IOS Press 2011, ISBN 978-1-60750-841-0 [contents] - 2010
- [e2]Ronen I. Brafman, Hector Geffner, Jörg Hoffmann, Henry A. Kautz:
Proceedings of the 20th International Conference on Automated Planning and Scheduling, ICAPS 2010, Toronto, Ontario, Canada, May 12-16, 2010. AAAI 2010 [contents] - 2008
- [e1]Hector Geffner, Rui Prada, Isabel Machado Alexandre
, Nuno David:
Advances in Artificial Intelligence - IBERAMIA 2008, 11th Ibero-American Conference on AI, Lisbon, Portugal, October 14-17, 2008. Proceedings. Lecture Notes in Computer Science 5290, Springer 2008, ISBN 978-3-540-88308-1 [contents]
Informal and Other Publications
- 2024
- [i34]Simon Ståhlberg, Blai Bonet, Hector Geffner:
Learning General Policies for Classical Planning Domains: Getting Beyond C2. CoRR abs/2403.11734 (2024) - [i33]Magí Dalmau-Moreno, Néstor García, Vicenç Gómez, Hector Geffner:
Combined Task and Motion Planning Via Sketch Decompositions (Extended Version with Supplementary Material). CoRR abs/2403.16277 (2024) - [i32]Blai Bonet, Dominik Drexler, Hector Geffner:
On Policy Reuse: An Expressive Language for Representing and Executing General Policies that Call Other Policies. CoRR abs/2403.16824 (2024) - [i31]Till Hofmann, Hector Geffner:
Learning Generalized Policies for Fully Observable Non-Deterministic Planning Domains. CoRR abs/2404.02499 (2024) - 2023
- [i30]Blai Bonet, Hector Geffner:
General Policies, Subgoal Structure, and Planning Width. CoRR abs/2311.05490 (2023) - 2022
- [i29]Dominik Drexler, Jendrik Seipp, Hector Geffner:
Learning Sketches for Decomposing Planning Problems into Subproblems of Bounded Width: Extended Version. CoRR abs/2203.14852 (2022) - [i28]Andrés Occhipinti Liberman, Blai Bonet, Hector Geffner:
Learning First-Order Symbolic Planning Representations That Are Grounded. CoRR abs/2204.11902 (2022) - [i27]Simon Ståhlberg, Blai Bonet, Hector Geffner:
Learning Generalized Policies Without Supervision Using GNNs. CoRR abs/2205.06002 (2022) - [i26]Blai Bonet, Hector Geffner:
Language-Based Causal Representation Learning. CoRR abs/2207.05259 (2022) - 2021
- [i25]Guillem Francès, Blai Bonet, Hector Geffner:
Learning General Policies from Small Examples Without Supervision. CoRR abs/2101.00692 (2021) - [i24]Ivan D. Rodriguez, Blai Bonet, Sebastian Sardiña, Hector Geffner:
Flexible FOND Planning with Explicit Fairness Assumptions. CoRR abs/2103.08391 (2021) - [i23]Dominik Drexler, Jendrik Seipp, Hector Geffner:
Expressing and Exploiting the Common Subgoal Structure of Classical Planning Domains Using Sketches: Extended Version. CoRR abs/2105.04250 (2021) - [i22]Ivan D. Rodriguez, Blai Bonet, Javier Romero, Hector Geffner:
Learning First-Order Representations for Planning from Black-Box States: New Results. CoRR abs/2105.10830 (2021) - [i21]Hector Geffner:
Target Languages (vs. Inductive Biases) for Learning to Act and Plan. CoRR abs/2109.07195 (2021) - [i20]Simon Ståhlberg, Blai Bonet, Hector Geffner:
Learning General Optimal Policies with Graph Neural Networks: Expressive Power, Transparency, and Limits. CoRR abs/2109.10129 (2021) - 2020
- [i19]Blai Bonet, Hector Geffner:
General Policies, Serializations, and Planning Width. CoRR abs/2012.08033 (2020) - 2019
- [i18]Blai Bonet, Hector Geffner:
Learning First-Order Symbolic Planning Representations from Plain Graphs. CoRR abs/1909.05546 (2019) - [i17]Blai Bonet, Hector Geffner:
Action Selection for MDPs: Anytime AO* vs. UCT. CoRR abs/1909.12104 (2019) - [i16]Blai Bonet, Giuseppe De Giacomo, Hector Geffner, Sasha Rubin:
Generalized Planning: Non-Deterministic Abstractions and Trajectory Constraints. CoRR abs/1909.12135 (2019) - [i15]Blai Bonet, Hector Geffner:
Causal Belief Decomposition for Planning with Sensing: Completeness Results and Practical Approximation. CoRR abs/1909.13778 (2019) - [i14]Blai Bonet, Hector Geffner:
Factored Probabilistic Belief Tracking. CoRR abs/1909.13779 (2019) - [i13]Blai Bonet, Hector Geffner:
Qualitative Numeric Planning: Reductions and Complexity. CoRR abs/1912.04816 (2019) - 2018
- [i12]Wilmer Bandres, Blai Bonet, Hector Geffner:
Planning with Pixels in (Almost) Real Time. CoRR abs/1801.03354 (2018) - [i11]Blai Bonet, Hector Geffner:
Features, Projections, and Representation Change for Generalized Planning. CoRR abs/1801.10055 (2018) - [i10]Hector Geffner:
Model-free, Model-based, and General Intelligence. CoRR abs/1806.02308 (2018) - [i9]Tomas Geffner, Hector Geffner:
Compact Policies for Fully-Observable Non-Deterministic Planning as SAT. CoRR abs/1806.09455 (2018) - [i8]Blai Bonet, Guillem Francès, Hector Geffner:
Learning Features and Abstract Actions for Computing Generalized Plans. CoRR abs/1811.07231 (2018) - 2017
- [i7]Jonathan Ferrer-Mestres, Guillem Francès, Hector Geffner:
Combined Task and Motion Planning as Classical AI Planning. CoRR abs/1706.06927 (2017) - 2016
- [i6]Miquel Ramírez, Hector Geffner:
Heuristics for Planning, Plan Recognition and Parsing. CoRR abs/1605.05807 (2016) - 2014
- [i5]Héctor Palacios, Hector Geffner:
Compiling Uncertainty Away in Conformant Planning Problems with Bounded Width. CoRR abs/1401.3468 (2014) - [i4]Emil Keyder, Hector Geffner:
Soft Goals Can Be Compiled Away. CoRR abs/1401.3491 (2014) - 2013
- [i3]Blai Bonet, Hector Geffner:
Arguing for Decisions: A Qualitative Model of Decision Making. CoRR abs/1302.3560 (2013) - 2011
- [i2]Blai Bonet, Hector Geffner:
mGPT: A Probabilistic Planner Based on Heuristic Search. CoRR abs/1109.2153 (2011) - [i1]Hector Geffner:
PDDL 2.1: Representation vs. Computation. CoRR abs/1110.2731 (2011)
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
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