Blai Bonet

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 44

Top Venues

CoRR

ICAPS

AAAI

IJCAI

Publications

Simon Ståhlberg, Blai Bonet, Hector Geffner
. CoRR (2024)
Blai Bonet, Dominik Drexler, Hector Geffner
On Policy Reuse: An Expressive Language for Representing and Executing General Policies that Call Other Policies. ICAPS (2024)
Blai Bonet, Hector Geffner
General Policies, Subgoal Structure, and Planning Width. J. Artif. Intell. Res. 80 (2024)
Blai Bonet, Dominik Drexler, Hector Geffner
On Policy Reuse: An Expressive Language for Representing and Executing General Policies that Call Other Policies. CoRR (2024)
Blai Bonet, Hector Geffner
General Policies, Subgoal Structure, and Planning Width. CoRR (2023)
Simon Ståhlberg, Blai Bonet, Hector Geffner
Learning General Policies with Policy Gradient Methods. KR (2023)
Simon Ståhlberg, Blai Bonet, Hector Geffner
Learning General Optimal Policies with Graph Neural Networks: Expressive Power, Transparency, and Limits. ICAPS (2022)
Ivan D. Rodriguez, Blai Bonet, Sebastian Sardiña, Hector Geffner
Flexible FOND Planning with Explicit Fairness Assumptions. J. Artif. Intell. Res. 74 (2022)
Andrés Occhipinti Liberman, Blai Bonet, Hector Geffner
Learning First-Order Symbolic Planning Representations That Are Grounded. CoRR (2022)
Blai Bonet, Hector Geffner
Language-Based Causal Representation Learning. CoRR (2022)
Simon Ståhlberg, Blai Bonet, Hector Geffner
Learning Generalized Policies Without Supervision Using GNNs. CoRR (2022)
Simon Ståhlberg, Blai Bonet, Hector Geffner
Learning Generalized Policies without Supervision Using GNNs. KR (2022)
Blai Bonet, Hector Geffner
General Policies, Representations, and Planning Width. AAAI (2021)
Ivan D. Rodriguez, Blai Bonet, Sebastian Sardiña, Hector Geffner
Flexible FOND Planning with Explicit Fairness Assumptions. CoRR (2021)
Ivan D. Rodriguez, Blai Bonet, Javier Romero, Hector Geffner
Learning First-Order Representations for Planning from Black-Box States: New Results. CoRR (2021)
Guillem Francès, Blai Bonet, Hector Geffner
Learning General Planning Policies from Small Examples Without Supervision. AAAI (2021)
Simon Ståhlberg, Blai Bonet, Hector Geffner
Learning General Optimal Policies with Graph Neural Networks: Expressive Power, Transparency, and Limits. CoRR (2021)
Guillem Francès, Blai Bonet, Hector Geffner
Learning General Policies from Small Examples Without Supervision. CoRR (2021)
Ivan D. Rodriguez, Blai Bonet, Javier Romero, Hector Geffner
Learning First-Order Representations for Planning from Black Box States: New Results. KR (2021)
Ivan D. Rodriguez, Blai Bonet, Sebastian Sardiña, Hector Geffner
Flexible FOND Planning with Explicit Fairness Assumptions. ICAPS (2021)
Blai Bonet, Giuseppe De Giacomo, Hector Geffner, Fabio Patrizi, Sasha Rubin
High-level Programming via Generalized Planning and LTL Synthesis. KR (2020)
Blai Bonet, Hector Geffner
Qualitative Numeric Planning: Reductions and Complexity. J. Artif. Intell. Res. 69 (2020)
Blai Bonet, Hector Geffner
General Policies, Serializations, and Planning Width. CoRR (2020)
Blai Bonet, Hector Geffner
Learning First-Order Symbolic Representations for Planning from the Structure of the State Space. ECAI (2020)
Blai Bonet, Raquel Fuentetaja, Yolanda E-Martín, Daniel Borrajo
Guarantees for Sound Abstractions for Generalized Planning. IJCAI (2019)
Blai Bonet, Raquel Fuentetaja, Yolanda E-Martín, Daniel Borrajo
Guarantees for Sound Abstractions for Generalized Planning (Extended Paper). CoRR (2019)
Blai Bonet, Hector Geffner
Learning First-Order Symbolic Planning Representations from Plain Graphs. CoRR (2019)
Blai Bonet, Hector Geffner
Qualitative Numeric Planning: Reductions and Complexity. CoRR (2019)
Florian Pommerening, Malte Helmert, Blai Bonet
Higher-Dimensional Potential Heuristics for Optimal Classical Planning. CoRR (2019)
Blai Bonet, Guillem Francès, Hector Geffner
Learning Features and Abstract Actions for Computing Generalized Plans. AAAI (2019)
Blai Bonet, Hector Geffner
Factored Probabilistic Belief Tracking. CoRR (2019)
Blai Bonet, Hector Geffner
Action Selection for MDPs: Anytime AO* vs. UCT. CoRR (2019)
Blai Bonet, Giuseppe De Giacomo, Hector Geffner, Sasha Rubin
Generalized Planning: Non-Deterministic Abstractions and Trajectory Constraints. CoRR (2019)
Blai Bonet, Hector Geffner
Causal Belief Decomposition for Planning with Sensing: Completeness Results and Practical Approximation. CoRR (2019)
Blai Bonet, Hector Geffner
Features, Projections, and Representation Change for Generalized Planning. CoRR (2018)
Wilmer Bandres, Blai Bonet, Hector Geffner
Planning With Pixels in (Almost) Real Time. AAAI (2018)
Blai Bonet, Hector Geffner
Features, Projections, and Representation Change for Generalized Planning. IJCAI (2018)
Blai Bonet, Guillem Francès, Hector Geffner
Learning Features and Abstract Actions for Computing Generalized Plans. CoRR (2018)
Wilmer Bandres, Blai Bonet, Hector Geffner
Planning with Pixels in (Almost) Real Time. CoRR (2018)
Blai Bonet, Giuseppe De Giacomo, Hector Geffner, Sasha Rubin
Generalized Planning: Non-Deterministic Abstractions and Trajectory Constraints. IJCAI (2017)
Florian Pommerening, Malte Helmert, Blai Bonet
Higher-Dimensional Potential Heuristics for Optimal Classical Planning. AAAI (2017)
Florian Pommerening, Malte Helmert, Blai Bonet
Abstraction Heuristics, Cost Partitioning and Network Flows. ICAPS (2017)
Blai Bonet, Gabriel Formica, Melecio Ponte
Completeness of Online Planners for Partially Observable Deterministic Tasks. ICAPS (2017)
Blai Bonet, Hector Geffner
Factored Probabilistic Belief Tracking. IJCAI (2016)
Robert Morris, Blai Bonet, Marc Cavazza, Marie desJardins, Ariel Felner, Nick Hawes, Brad Knox, Sven Koenig, George Dimitri Konidaris, Jérôme Lang, Carlos Linares López, Daniele Magazzeni, Amy McGovern, Sriraam Natarajan, Nathan R. Sturtevant, Michael Thielscher, William Yeoh, Sebastian Sardiña, Kiri Wagstaff
A Summary of the Twenty-Ninth AAAI Conference on Artificial Intelligence. AI Mag. 36 (3) (2015)
Florian Pommerening, Gabriele Röger, Malte Helmert, Blai Bonet
Heuristics for Cost-Optimal Classical Planning Based on Linear Programming. IJCAI (2015)
Blai Bonet, Hector Geffner
Policies that Generalize: Solving Many Planning Problems with the Same Policy. IJCAI (2015)
Blai Bonet, Hector Geffner
Flexible and Scalable Partially Observable Planning with Linear Translations. AAAI (2014)
Blai Bonet, Patrik Haslum, Victor Khomenko, Sylvie Thiébaux, Walter Vogler
Recent advances in unfolding technique. Theor. Comput. Sci. 551 (2014)
Blai Bonet, Hector Geffner
Belief Tracking for Planning with Sensing: Width, Complexity and Approximations. J. Artif. Intell. Res. 50 (2014)
Florian Pommerening, Gabriele Röger, Malte Helmert, Blai Bonet
LP-Based Heuristics for Cost-Optimal Planning. ICAPS (2014)
Nerio Borges, Blai Bonet
Universal First-Order Logic is Superfluous for NL, P, NP and coNP. Log. Methods Comput. Sci. 10 (1) (2014)
Blai Bonet, Menkes van den Briel
Flow-Based Heuristics for Optimal Planning: Landmarks and Merges. ICAPS (2014)
Blai Bonet
A Calculus for Causal Relevance CoRR (2013)
Blai Bonet
Instrumentality Tests Revisited CoRR (2013)
Blai Bonet, Hector Geffner
Arguing for Decisions: A Qualitative Model of Decision Making CoRR (2013)
Blai Bonet, Judea Pearl
Qualitative MDPs and POMDPs: An Order-Of-Magnitude Approximation CoRR (2013)
Blai Bonet
An Admissible Heuristic for SAS+ Planning Obtained from the State Equation. IJCAI (2013)
Aldo Porco, Alejandro Machado, Blai Bonet
Automatic Reductions from PH into STRIPS or How to Generate Short Problems with Very Long Solutions. ICAPS (2013)
Blai Bonet, Hector Geffner
Causal Belief Decomposition for Planning with Sensing: Completeness Results and Practical Approximation. IJCAI (2013)
Blai Bonet
Deterministic POMDPs Revisited CoRR (2012)
Blai Bonet, Nerio Borges
Syntactic characterizations of completeness using duals and operators. Log. J. IGPL 20 (1) (2012)
Blai Bonet, Hector Geffner
Width and Complexity of Belief Tracking in Non-Deterministic Conformant and Contingent Planning. AAAI (2012)
Blai Bonet, Hector Geffner
Action Selection for MDPs: Anytime AO* Versus UCT. AAAI (2012)
Aldo Porco, Alejandro Machado, Blai Bonet
Automatic Polytime Reductions of NP Problems into a Fragment of STRIPS. ICAPS (2011)
Blai Bonet, Julio Castillo
A Complete Algorithm for Generating Landmarks. ICAPS (2011)
Blai Bonet, Hector Geffner
mGPT: A Probabilistic Planner Based on Heuristic Search CoRR (2011)
Blai Bonet, Hector Geffner
Planning under Partial Observability by Classical Replanning: Theory and Experiments. IJCAI (2011)
Blai Bonet
Abstraction Heuristics Extended with Counting Abstractions. ICAPS (2011)
Daniel Izquierdo, Maria-Esther Vidal, Blai Bonet
STEREO: a SaT-based tool for an optimal solution of the sERvice selEctiOn problem. ISWC (Posters & Demos) (2010)
Christopher Amato, Blai Bonet, Shlomo Zilberstein
Finite-State Controllers Based on Mealy Machines for Centralized and Decentralized POMDPs. AAAI (2010)
Blai Bonet, Héctor Palacios, Hector Geffner
Automatic Derivation of Finite-State Machines for Behavior Control. AAAI (2010)
Daniel Izquierdo, Maria-Esther Vidal, Blai Bonet
An Expressive and Efficient Solution to the Service Selection Problem. ISWC (1) (2010)
Blai Bonet
Conformant plans and beyond: Principles and complexity. Artif. Intell. 174 (3-4) (2010)
Blai Bonet, Malte Helmert
Strengthening Landmark Heuristics via Hitting Sets. ECAI (2010)
Blai Bonet, Hector Geffner
Solving POMDPs: RTDP-Bel vs. Point-based Algorithms. IJCAI (2009)
Blai Bonet
Deterministic POMDPs Revisited. UAI (2009)
Blai Bonet, Héctor Palacios, Hector Geffner
Automatic Derivation of Memoryless Policies and Finite-State Controllers Using Classical Planners. ICAPS (2009)
Blai Bonet, Hector Geffner
Heuristics for planning with penalties and rewards formulated in logic and computed through circuits. Artif. Intell. 172 (12-13) (2008)
Blai Bonet, Patrik Haslum, Sarah L. Hickmott, Sylvie Thiébaux
Directed Unfolding of Petri Nets. Trans. Petri Nets Other Model. Concurr. 1 (2008)
Patrik Haslum, Adi Botea, Malte Helmert, Blai Bonet, Sven Koenig
Domain-Independent Construction of Pattern Database Heuristics for Cost-Optimal Planning. AAAI (2007)
Nerio Borges, Blai Bonet
On Canonical Forms of Complete Problems via First-order Projections CoRR (2007)
Blai Bonet
On the Speed of Convergence of Value Iteration on Stochastic Shortest-Path Problems. Math. Oper. Res. 32 (2) (2007)
Stefan Edelkamp, Shahid Jabbar, Blai Bonet
External Memory Value Iteration. ICAPS (2007)
Yolifé Arvelo, Blai Bonet, Maria-Esther Vidal
Compilation of Query-Rewriting Problems into Tractable Fragments of Propositional Logic. AAAI (2006)
Blai Bonet
Bounded Branching and Modalities in Non-Deterministic Planning. ICAPS (2006)
Blai Bonet, Hector Geffner
Heuristics for Planning with Penalties and Rewards using Compiled Knowledge. KR (2006)
Blai Bonet
Bounded Branching and Modalities in Non-Deterministic Planning. AI&M (2006)
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)
Blai Bonet, Hector Geffner
An Algorithm Better than AO*? AAAI (2005)
Blai Bonet, Hector Geffner
mGPT: A Probabilistic Planner Based on Heuristic Search. J. Artif. Intell. Res. 24 (2005)
Patrik Haslum, Blai Bonet, Hector Geffner
New Admissible Heuristics for Domain-Independent Planning. AAAI (2005)
Héctor Palacios, Blai Bonet, Adnan Darwiche, Hector Geffner
Pruning Conformant Plans by Counting Models on Compiled d-DNNF Representations. ICAPS (2005)
Blai Bonet, Sylvie Thiébaux
GPT Meets PSR. ICAPS (2003)
Blai Bonet, Hector Geffner
Faster Heuristic Search Algorithms for Planning with Uncertainty and Full Feedback. IJCAI (2003)
Blai Bonet, Hector Geffner
Labeled RTDP: Improving the Convergence of Real-Time Dynamic Programming. ICAPS (2003)
Blai Bonet
An epsilon-Optimal Grid-Based Algorithm for Partially Observable Markov Decision Processes. ICML (2002)
Blai Bonet, Judea Pearl
Qualitative MDPs and POMDPs: An Order-Of-Magnitude Approximation. UAI (2002)
Blai Bonet
A Calculus for Causal Relevance. UAI (2001)
Blai Bonet, Hector Geffner
Heuristic Search Planner 2.0. AI Mag. 22 (3) (2001)

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Publication Activity (10 Years)

Top Topics

Top Venues

Blai Bonet