Blai Bonet

发表

Solving Large POMDPs using Real Time Dynamic Programming

Hector Geffner, Blai Bonet, 1998 .

Planning under Partial Observability by Classical Replanning: Theory and Experiments

Hector Geffner, Blai Bonet, 2011, IJCAI.

High-Level Planning and Control with Incomplete Information Using POMDP's

Blai Bonet, 1998 .

Planning as heuristic search

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

Functional Strips: a More General Language for Planning and Problem Solving (preliminary Version)

Blai Bonet, 1999 .

Planning with Incomplete Information as Heuristic Search in Belief Space

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

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.

An Algorithm Better than AO*?

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

High-Level Planning and Control with Incomplete Information Using POMDPs Hdctor Geffner and

Blai Bonet, 2003 .

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

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

An 2-Optimal Grid-Based Algorithm for Partially Observable Markov Decision Processes

Blai Bonet, 2002 .

Planning as Heuristic Search: New Results

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

Heuristic Real-Time Dynamic Programming ( Preliminary Results ) Blai Bonet and Hdctor Geffner

Blai Bonet, H. Geffner, 2002 .

Learning in Depth-First Search: A Unified Approach to Heuristic Search in Deterministic, Non-Deterministic, Probabilistic, and Game Tree Settings

Blai Bonet, 2005 .

New Grid-Based Algorithms for Partially Observable Markov Decision Processes : Theory and Practice

Blai Bonet, 2003 .

Solving Stochastic Shortest-Path Problems with RTDP

Blai Bonet, 2002 .

Learning First-Order Symbolic Planning Representations That Are Grounded

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

An epsilon-Optimal Grid-Based Algorithm for Partially Observable Markov Decision Processes

Blai Bonet, Blai Bonet, 2002, ICML.

PROBABILISTIC NETWORKS FOR AUTOMATED REASONING

Jin Tian, Blai Bonet, 2002 .

Efficient Algorithms to Rank and Unrank Permutations in Lexicographic Order

Blai Bonet, 2008 .

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.

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

Hector Geffner, Blai Bonet, 2019, ECAI.

FOND Planning with Explicit Fairness Assumptions

Blai Bonet, I. D. Rodriguez, 2022 .

The AIPS-98 planning competition: competitors' perspectives

Henry Kautz, Derek Long, Blai Bonet, 2000 .

Multiple Symmetries in Sliding-Tile Puzzles : First Experiments

Blai Bonet, C. Romero, J. Castillo, 2008 .

Language-Based Causal Representation Learning

Hector Geffner, Blai Bonet, 2022, ArXiv.

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.

Flexible FOND Planning with Explicit Fairness Assumptions

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

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

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

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.

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

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

Deterministic POMDPs Revisited

Blai Bonet, Blai Bonet, 2009, UAI.

External Memory Value Iteration

Blai Bonet, Stefan Edelkamp, Shahid Jabbar, 2007, ICAPS.

On the Speed of Convergence of Value Iteration on Stochastic Shortest-Path Problems

Blai Bonet, Blai Bonet, 2007, Math. Oper. Res..

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..

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.

GPT Meets PSR

Blai Bonet, Sylvie Thiébaux, Blai Bonet, 2003, ICAPS.

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

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

GPT: A Tool for Planning with Uncertainty and Partial Information

Blai Bonet, Blai Bonet, 2001, IJCAI 2001.

Heuristic Real-Time Dynamic Programming (Preliminary Results)

Blai Bonet, Hdctor Geffner, Blai Bonet, 1997 .

st and Fast Action Selection ism for F%nning*

Blai Bonet, Blai Bonet, 1997 .

Finite-State Controllers Based on Mealy Machines for Centralized and Decentralized POMDPs

Blai Bonet, Shlomo Zilberstein, Christopher Amato, 2010, AAAI.

Arguing for Decisions: A Qualitative Model of Decision Making

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

Guarantees for Sound Abstractions for Generalized Planning

Blai Bonet, Raquel Fuentetaja, Daniel Borrajo, 2019, IJCAI.

A I ] 2 8 M ay 2 01 9 Guarantees for Sound Abstractions for Generalized Planning ( Extended Paper ) pdf

Blai Bonet, Raquel Fuentetaja, Daniel Borrajo, 2019 .

Heuristic Search Planner 2.0

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

High-level Programming via Generalized Planning and LTL Synthesis

Giuseppe De Giacomo, Blai Bonet, Sasha Rubin, 2020, 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.

Automatic Derivation of Finite-State Machines for Behavior Control

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

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..

Conformant plans and beyond: Principles and complexity

Blai Bonet, Blai Bonet, 2010, Artif. Intell..

Bounded Branching and Modalities in Non-Deterministic Planning

Blai Bonet, Blai Bonet, 2006, AI&M.

Qualitative MDPs and POMDPs: An Order-Of-Magnitude Approximation pdf

Blai Bonet, Judea Pearl, J. Pearl, 2002, UAI.

The AIPS-98 Planning Competition

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

An Expressive and Efficient Solution to the Service Selection Problem

Maria-Esther Vidal, Blai Bonet, Daniel Izquierdo, 2010, SEMWEB.

Compilation of Query-Rewriting Problems into Tractable Fragments of Propositional Logic

Maria-Esther Vidal, Blai Bonet, Yolifé Arvelo, 2006, AAAI.

LP-Based Heuristics for Cost-Optimal Planning

Blai Bonet, Malte Helmert, Florian Pommerening, 2014, ICAPS.

Heuristics for Planning with Penalties and Rewards using Compiled Knowledge

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

New Admissible Heuristics for Domain-Independent Planning

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

Learning First-Order Symbolic Planning Representations from Plain Graphs pdf

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

Petri Nets (for Planners)

Patrik Haslum, Blai Bonet, Stefan Edelkamp, 2009 .

A Calculus for Causal Relevance pdf

Blai Bonet, Blai Bonet, 2001, UAI.

Line Space

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

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

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

Instrumentality Tests Revisited

Blai Bonet, Blai Bonet, 2001, UAI.

Learning General Policies with Policy Gradient Methods

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

Generalized Planning: Non-Deterministic Abstractions and Trajectory Constraints

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

Guarantees for Sound Abstractions for Generalized Planning (Extended Paper)

Blai Bonet, D. Borrajo, R. Fuentetaja, 2019, IJCAI.

Factored Probabilistic Belief Tracking pdf

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

Strengthening Landmark Heuristics via Hitting Sets

Blai Bonet, Malte Helmert, Blai Bonet, 2010, ECAI.

An Admissible Heuristic for SAS+ Planning Obtained from the State Equation

Blai Bonet, Blai Bonet, 2013, IJCAI.

Fifth International Planning Competition

Blai Bonet, Alfonso Gerevini, Bob Givan, 2006 .

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

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

Abstraction Heuristics, Cost Partitioning and Network Flows

Blai Bonet, Malte Helmert, Florian Pommerening, 2017, ICAPS.

Automatic Polytime Reductions of NP Problems into a Fragment of STRIPS

Blai Bonet, Aldo Porco, Alejandro Machado, 2011, ICAPS.

Domain-Independent Construction of Pattern Database Heuristics for Cost-Optimal Planning

Patrik Haslum, Blai Bonet, Malte Helmert, 2007, AAAI.

Completeness of Online Planners for Partially Observable Deterministic Tasks

Blai Bonet, Gabriel Formica, Melecio Ponte, 2017, ICAPS.

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.

Efficient Algorithms to Rank and Unrank Permutations in Lexicographic Order

Blai Bonet, 2008 .

Planning with Pixels in (Almost) Real Time pdf

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