Hector Geffner

发表

Solving Large POMDPs using Real Time Dynamic Programming

Hector Geffner, Blai Bonet, 1998 .

Functional strips: a more flexible language for planning and problem solving

Hector Geffner, 2000 .

Planning under Partial Observability by Classical Replanning: Theory and Experiments

Hector Geffner, Blai Bonet, 2011, IJCAI.

Heuristics, Planning and Cognition

Hector Geffner, 2010 .

Effect Heterogeneity and Bias in Main-Effects-Only Regression Models

R. Dechter, Hector Geffner, Christopher Winship, 2010 .

Heuristics, Probability and Causality. A Tribute to Judea Pearl

R. Dechter, Hector Geffner, J. Halpern, 2010 .

Planning as heuristic search

Blai Bonet, Hector Geffner, Hector Geffner, 2001, Artif. Intell..

Planning with Incomplete Information as Heuristic Search in Belief Space

Blai Bonet, Hector Geffner, Hector Geffner, 2000, AIPS.

Purely Declarative Action Representations are Overrated : Classical Planning with Simulators

Hector Geffner, Guillem Francès, M. Ramírez, 2017 .

Heuristics for Planning with Action Costs Revisited

Hector Geffner, Emil Keyder, Hector Geffner, 2008, ECAI.

Set-Additive and TSP Heuristics for Planning with Action Costs and Soft Goals

Hector Geffner, E. Keyder, 2007 .

Solving Simple Planning Problems with More Inference and No Search

Hector Geffner, Vincent Vidal, Hector Geffner, 2005, CP.

Heuristics for Planning with Action Costs

Hector Geffner, Emil Keyder, Hector Geffner, 2007, CAEPIA.

Soft Goals Can Be Compiled Away pdf

Hector Geffner, Emil Keyder, Hector Geffner, 2009, J. Artif. Intell. Res..

A Robust and Fast Action Selection Mechanism for Planning

Blai Bonet, Hector Geffner, Gábor Loerincs, 1997, AAAI/IAAI.

Learning Sorting and Decision Trees with POMDPs

Blai Bonet, Hector Geffner, Hector Geffner, 1998, ICML.

Trees of shortest paths vs. Steiner trees: understanding and improving delete relaxation heuristics

Hector Geffner, E. Keyder, 2009, IJCAI 2009.

An Algorithm Better than AO*?

Blai Bonet, Hector Geffner, Hector Geffner, 2005, AAAI.

Automatic Derivation of Memoryless Policies and Finite-State Controllers Using Classical Planners

Blai Bonet, Hector Geffner, Héctor Palacios, 2009, ICAPS.

Learning Generalized Policies in Planning Using Concept Languages

Hector Geffner, Mario Martín, Hector Geffner, 2000, KR.

Learning Generalized Policies from Planning Examples Using Concept Languages

Hector Geffner, Mario Martín, Hector Geffner, 2004, Applied Intelligence.

Planning as Heuristic Search: New Results

Blai Bonet, Hector Geffner, Hector Geffner, 1999, ECP.

Towards a System Architecture for Recognizing Domestic Activity by Leveraging a Naturalistic Human Activity Model

Hector Geffner, G. Sukthankar, F. Kabanza, 2011 .

r Nonmo otonic Reasoning

Hector Geffner, 1990 .

Planning as Branch and Bound : A Constraint Programming Implementation

Hector Geffner, Héctor Palacios, 2002 .

Learning First-Order Symbolic Planning Representations That Are Grounded

Andrés Occhipinti Liberman, Hector Geffner, Blai Bonet, 2022, ArXiv.

Path-based Heuristics ( Preliminary Version )

Hector Geffner, N. Lipovetzky, 2009 .

The Causal Graph Heuristic is the Additive Heuristic plus Context

Hector Geffner, 2007 .

Learning Generalized Policies Without Supervision Using GNNs

Hector Geffner, Blai Bonet, Simon Ståhlberg, 2022, KR.

Learning General Optimal Policies with Graph Neural Networks: Expressive Power, Transparency, and Limits

Hector Geffner, Blai Bonet, Simon Ståhlberg, 2021, ICAPS.

Distributed diagnosis of systems with multiple faults

Hector Geffner, Judea Pearl, J. Pearl, 1992 .

Proceedings of the Twenty-First International Joint Conference on Artificial Intelligence (IJCAI09) PROCEEDINGS

Hector Geffner, Miquel Ramírez, Hector Geffner, 2009, IJCAI 2009.

PDDL 2.1: Representation vs. Computation

Hector Geffner, 2003, J. Artif. Intell. Res..

Spatial & Personal Adaptive Communication Environment: Behaviors & Objects & Operations & Knowledge

Oliver Lemon, Hector Geffner, Stephen R. Clark, 2012 .

Learning First-Order Symbolic Representations for Planning from the Structure of the State Space

Hector Geffner, Blai Bonet, 2019, ECAI.

The AIPS-98 planning competition: competitors' perspectives

Henry Kautz, Derek Long, Blai Bonet, 2000 .

Independence in qualitative uncertainty frameworks

Hector Geffner, Didier Dubois, Henri Prade, 2000, KR.

Language-Based Causal Representation Learning

Hector Geffner, Blai Bonet, 2022, ArXiv.

Proceedings of the 20th International Conference on Automated Planning and Scheduling, ICAPS 2010, Toronto, Ontario, Canada, May 12-16, 2010

Henry Kautz, Ronen I. Brafman, Hector Geffner, 2010, International Conference on Automated Planning and Scheduling.

Initial description of results and plans for dissemination

Oliver Lemon, Bonnie Webber, Hector Geffner, 2012 .

Beyond Negation as Failure

Hector Geffner, Hector Geffner, 1991, KR.

Expressing and Exploiting the Common Subgoal Structure of Classical Planning Domains Using Sketches: Extended Version

Hector Geffner, Jendrik Seipp, Dominik Drexler, 2021, KR.

Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence

Nuno David, Hector Geffner, Rui Prada, 2008 .

Causality, Constraints and Indirect Effects

Hector Geffner, Hector Geffner, 1997, IJCAI.

Artificial Intelligence 1 : State Models and Search

Hector Geffner, Hector Geffner, 2004 .

Learning General Policies from Small Examples Without Supervision pdf

Blai Bonet, Hector Geffner, Guillem Frances, 2021, ArXiv.

Learning General Planning Policies from Small Examples Without Supervision

Blai Bonet, Hector Geffner, Guillem Francès, 2021, AAAI.

General Policies, Representations, and Planning Width

Blai Bonet, Hector Geffner, Hector Geffner, 2021, AAAI.

Default Reasoning, Minimality and Coherence

Hector Geffner, Hector Geffner, 1989, KR.

Flexible FOND Planning with Explicit Fairness Assumptions

Blai Bonet, Hector Geffner, Sebastian Sardina, 2021, ICAPS.

Introduction to Artificial Intelligence: Reasoning with Constraints

Hector Geffner, Hector Geffner, Héctor Geffner, 2003 .

Summary of SpaceBook project results

Oliver Lemon, Bonnie Webber, Hector Geffner, 2014 .

Action Selection for MDPs: Anytime AO* vs. UCT pdf

Blai Bonet, Hector Geffner, Hector Geffner, 2019, ArXiv.

Computational models of planning.

Hector Geffner, Hector Geffner, 2013, Wiley interdisciplinary reviews. Cognitive science.

A Concise Introduction to Models and Methods for Automated Planning

Blai Bonet, Hector Geffner, Hector Geffner, 2013, A Concise Introduction to Models and Methods for Automated Planning.

Action Selection for MDPs: Anytime AO* Versus UCT

Blai Bonet, Hector Geffner, Hector Geffner, 2012, AAAI.

Goal Recognition over POMDPs: Inferring the Intention of a POMDP Agent

Hector Geffner, Miquel Ramírez, Hector Geffner, 2011, IJCAI.

Heuristic Search for Generalized Stochastic Shortest Path MDPs

Hector Geffner, Mausam, Daniel S. Weld, 2011, ICAPS.

The model-based approach to autonomous behavior: Prospects and challenges

Hector Geffner, Hector Geffner, 2011, Intelligenza Artificiale.

Solving POMDPs: RTDP-Bel vs. Point-based Algorithms

Blai Bonet, Hector Geffner, Hector Geffner, 2009, IJCAI.

Plan Recognition as Planning

Hector Geffner, Miquel Ramírez, Hector Geffner, 2009, IJCAI.

Learning Depth-First Search: A Unified Approach to Heuristic Search in Deterministic and Non-Deterministic Settings, and Its Application to MDPs

Blai Bonet, Hector Geffner, Hector Geffner, 2006, ICAPS.

mGPT: A Probabilistic Planner Based on Heuristic Search pdf

Blai Bonet, Hector Geffner, Hector Geffner, 2005, J. Artif. Intell. Res..

Selecting Actions and Making Decisions : Lessons from AI Planning

Hector Geffner, 2005 .

Planning and Control in Artificial Intelligence: A Unifying Perspective

Blai Bonet, Hector Geffner, Hector Geffner, 2001, Applied Intelligence.

Faster Heuristic Search Algorithms for Planning with Uncertainty and Full Feedback

Blai Bonet, Hector Geffner, Hector Geffner, 2003, IJCAI.

Labeled RTDP: Improving the Convergence of Real-Time Dynamic Programming

Blai Bonet, Hector Geffner, Hector Geffner, 2003, ICAPS.

Perspectives on artificial intelligence planning

Hector Geffner, Hector Geffner, 2002, AAAI/IAAI.

Modelling Intelligent Behaviour: The Markov Decision Process Approach

Hector Geffner, 1998, IBERAMIA.

Arguing for Decisions: A Qualitative Model of Decision Making

Blai Bonet, Hector Geffner, Hector Geffner, 1996, UAI.

Modeling Action, Knowledge and Control

Jacques Wainer, Hector Geffner, Hector Geffner, 1998, ECAI.

Heuristic Search Planner 2.0

Blai Bonet, Hector Geffner, Hector Geffner, 2001, AI Mag..

High-probabilities, model-preference and default arguments

Hector Geffner, Hector Geffner, 1992, Minds and Machines.

A Qualitative Model for Temporal Reasoning with Incomplete Information

Hector Geffner, Hector Geffner, 1996, AAAI/IAAI, Vol. 2.

Conditional Entailment: Bridging two Approaches to Default Reasoning

Hector Geffner, Judea Pearl, J. Pearl, 1992, Artif. Intell..

Causal Theories for Nonmonotonic Reasoning

Hector Geffner, Hector Geffner, 1990, AAAI.

On the Logic of Defaults

Hector Geffner, Hector Geffner, 1988, AAAI.

Branching and pruning: An optimal temporal POCL planner based on constraint programming

Hector Geffner, Vincent Vidal, Hector Geffner, 2004, Artif. Intell..

Default reasoning - causal and conditional theories

Hector Geffner, Hector Geffner, 1992 .

Expressing and Exploiting the Common Subgoal Structure of Classical Planning Domains Using Sketches: Extended Version

Hector Geffner, Jendrik Seipp, Dominik Drexler, 2021, KR.

General Policies, Serializations, and Planning Width

Hector Geffner, Blai Bonet, 2020, ArXiv.

Qualitative Numeric Planning: Reductions and Complexity

Blai Bonet, Hector Geffner, Hector Geffner, 2019, J. Artif. Intell. Res..

Learning Features and Abstract Actions for Computing Generalized Plans pdf

Blai Bonet, Hector Geffner, Guillem Francès, 2018, AAAI.

Features, Projections, and Representation Change for Generalized Planning pdf

Blai Bonet, Hector Geffner, Hector Geffner, 2018, IJCAI.

Purely Declarative Action Descriptions are Overrated: Classical Planning with Simulators

Hector Geffner, Guillem Francès, Miquel Ramírez, 2017, IJCAI.

Best-First Width Search: Exploration and Exploitation in Classical Planning

Hector Geffner, Nir Lipovetzky, Hector Geffner, 2017, AAAI.

Classical Planning with Simulators: Results on the Atari Video Games

Hector Geffner, Miquel Ramírez, Nir Lipovetzky, 2015, IJCAI.

Modeling and Computation in Planning: Better Heuristics from More Expressive Languages

Hector Geffner, Guillem Francès, Hector Geffner, 2015, ICAPS.

Qualitative Numeric Planning

Neil Immerman, Hector Geffner, Shlomo Zilberstein, 2011, AAAI.

Automatic Derivation of Finite-State Machines for Behavior Control

Blai Bonet, Hector Geffner, Héctor Palacios, 2010, AAAI.

Compiling Uncertainty Away in Conformant Planning Problems with Bounded Width pdf

Hector Geffner, Héctor Palacios, Hector Geffner, 2009, J. Artif. Intell. Res..

Mapping Conformant Planning into SAT Through Compilation and Projection

Hector Geffner, Héctor Palacios, Hector Geffner, 2005, CAEPIA.

Model-free, Model-based, and General Intelligence pdf

Hector Geffner, Hector Geffner, 2018, IJCAI.

Policies that Generalize: Solving Many Planning Problems with the Same Policy

Blai Bonet, Hector Geffner, Hector Geffner, 2015, IJCAI.

Belief Tracking for Planning with Sensing: Width, Complexity and Approximations

Blai Bonet, Hector Geffner, Hector Geffner, 2014, J. Artif. Intell. Res..

Artificial Intelligence: From programs to solvers

Hector Geffner, Hector Geffner, 2014, AI Commun..

Learning Sketches for Decomposing Planning Problems into Subproblems of Bounded Width: Extended Version

Hector Geffner, Jendrik Seipp, Dominik Drexler, 2022, ICAPS.

Target Languages (vs. Inductive Biases) for Learning to Act and Plan pdf

Hector Geffner, Hector Geffner, 2021, AAAI.

The AIPS-98 Planning Competition

Blai Bonet, Hector Geffner, Jörg Hoffmann, 2000, AI Mag..

Heuristics for Planning with Penalties and Rewards using Compiled Knowledge

Blai Bonet, Hector Geffner, Hector Geffner, 2006, KR.

A Framework for Reasoning with Defaults

Hector Geffner, Judea Pearl, J. Pearl, 1990 .

Inference and Learning in Planning

Hector Geffner, Hector Geffner, 2009, ILP.

Searching for Plans with Carefully Designed Probes

Hector Geffner, Nir Lipovetzky, Hector Geffner, 2011, ICAPS.

New Admissible Heuristics for Domain-Independent Planning

Patrik Haslum, Blai Bonet, Hector Geffner, 2005, AAAI.

Non-classical Planning with a Classical Planner: The Power of Transformations

Hector Geffner, Hector Geffner, 2014, JELIA.

Learning First-Order Symbolic Planning Representations from Plain Graphs pdf

Blai Bonet, Hector Geffner, Hector Geffner, 2019, ArXiv.

An Improved Constraint-Propagation Algorithm for Diagnosis

Hector Geffner, Judea Pearl, J. Pearl, 1987, IJCAI.

From Conformant into Classical Planning: Efficient Translations that May Be Complete Too

Hector Geffner, Héctor Palacios, Hector Geffner, 2007, ICAPS.

Line Space

D. Geiger, R. Dechter, D. Galles, 2012 .

Admissible Heuristics for Optimal Planning

Patrik Haslum, Hector Geffner, Hector Geffner, 2000, AIPS.

Learning First-Order Representations for Planning from Black-Box States: New Results pdf

Blai Bonet, Hector Geffner, Javier Romero, 2021, KR.

Probabilistic Plan Recognition Using Off-the-Shelf Classical Planners

Hector Geffner, Miquel Ramírez, Hector Geffner, 2010, AAAI.

Learning General Policies with Policy Gradient Methods

Hector Geffner, Blai Bonet, Simon Ståhlberg, 2023, KR.

From Data-based to Model-based AI: Representation Learning for Planning (RLeap)∗ (Long version)

Hector Geffner, 2021 .

Combined Task and Motion Planning Via Sketch Decompositions

Hector Geffner, Mag´ı Dalmau-Moreno, N´estor Garc´ıa, 2023 .

Combined Task and Motion Planning as Classical AI Planning pdf

Hector Geffner, Guillem Francès, Jonathan Ferrer-Mestres, 2017, ArXiv.

Learning Hierarchical Policies by Iteratively Reducing the Width of Sketch Rules

Hector Geffner, Jendrik Seipp, Dominik Drexler, 2023, KR.

Generalized Planning: Non-Deterministic Abstractions and Trajectory Constraints

Giuseppe De Giacomo, Blai Bonet, Hector Geffner, 2017, IJCAI.

Width and Serialization of Classical Planning Problems

Hector Geffner, Nir Lipovetzky, Hector Geffner, 2012, ECAI.

Beliefs In Multiagent Planning: From One Agent to Many

Hector Geffner, Filippos Kominis, Hector Geffner, 2015, ICAPS.

Computing Infinite Plans for LTL Goals Using a Classical Planner

Giuseppe De Giacomo, Hector Geffner, Fabio Patrizi, 2011, IJCAI.

Factored Probabilistic Belief Tracking pdf

Blai Bonet, Hector Geffner, Hector Geffner, 2016, IJCAI.

Heuristic Planning with Time and Resources

Hector Geffner, Patrik Haslum, Hector Geffner, 2014 .

Computational models of planning.

Hector Geffner, 2013, Wiley interdisciplinary reviews. Cognitive science.

Heuristics for planning with penalties and rewards formulated in logic and computed through circuits

Blai Bonet, Hector Geffner, Hector Geffner, 2008, Artif. Intell..

Unifying the Causal Graph and Additive Heuristics

Hector Geffner, Malte Helmert, Hector Geffner, 2008, ICAPS.

Learning Generalized Policies for Fully Observable Non-Deterministic Planning Domains

Hector Geffner, Till Hofmann, 2024, 2404.02499.

A Polynomial Planning Algorithm that Beats LAMA and FF

Hector Geffner, Nir Lipovetzky, Hector Geffner, 2017, ICAPS.

A Translation-Based Approach to Contingent Planning

Hector Geffner, Héctor Palacios, Alexandre Albore, 2009, IJCAI.

Flexible and Scalable Partially Observable Planning with Linear Translations

Blai Bonet, Hector Geffner, Hector Geffner, 2014, AAAI.

A Concise Introduction to Models and Methods for Automated Planning

Hector Geffner, Blai Bonet, 2013, Synthesis Lectures on Artificial Intelligence and Machine Learning.

Traps, Invariants, and Dead-Ends

Christian J. Muise, Hector Geffner, Nir Lipovetzky, 2016, ICAPS.

Effective Heuristics and Belief Tracking for Planning with Incomplete Information

Hector Geffner, Miquel Ramírez, Alexandre Albore, 2011, ICAPS.

CLEI electronic journal

Gaston H. Gonnet, José A. Pino, Marcos R. S. Borges, 2011 .

Planning with Incomplete Information - (Invited Paper)

Hector Geffner, Hector Geffner, 2010, MoChArt.

Planning with Pixels in (Almost) Real Time pdf

Blai Bonet, Hector Geffner, Wilmer Bandres, 2018, AAAI.