Arguing for Decisions: A Qualitative Model of Decision Making. - Blai Bonet; Hector Geffner (UAI, 1996)

A Robust and Fast Action Selection Mechanism for Planning. - Blai Bonet; Gábor Loerincs; Hector Geffner (AAAI/IAAI, 1997)

Learning Sorting and Decision Trees with POMDPs. - Blai Bonet; Hector Geffner (ICML, 1998)

Planning as Heuristic Search: New Results. - Blai Bonet; Hector Geffner (ECP, 1999)

Planning with Incomplete Information as Heuristic Search in Belief Space. - Blai Bonet; Hector Geffner (AIPS, 2000)

The AIPS-98 Planning Competition. - Derek Long; Henry A. Kautz; Bart Selman; Blai Bonet; Hector Geffner; Jana Koehler; Michael Brenner 001; Jörg Hoffmann 001; Frank Rittinger; Corin R. Anderson; Daniel S. Weld; David E. Smith 001; et al. (AI Mag., 2000)

A Calculus for Causal Relevance. - Blai Bonet (UAI, 2001)

Instrumentality Tests Revisited. - Blai Bonet (UAI, 2001)

Planning as heuristic search. - Blai Bonet; Hector Geffner (Artif. Intell., 2001)

Heuristic Search Planner 2.0. - Blai Bonet; Hector Geffner (AI Mag., 2001)

Planning and Control in Artificial Intelligence: A Unifying Perspective. - Blai Bonet; Hector Geffner (Appl. Intell., 2001)

An epsilon-Optimal Grid-Based Algorithm for Partially Observable Markov Decision Processes. - Blai Bonet (ICML, 2002)

Qualitative MDPs and POMDPs: An Order-Of-Magnitude Approximation. - Blai Bonet; Judea Pearl (UAI, 2002)

Labeled RTDP: Improving the Convergence of Real-Time Dynamic Programming. - Blai Bonet; Hector Geffner (ICAPS, 2003)

GPT Meets PSR. - Blai Bonet; Sylvie Thiébaux (ICAPS, 2003)

Faster Heuristic Search Algorithms for Planning with Uncertainty and Full Feedback. - Blai Bonet; Hector Geffner (IJCAI, 2003)

An Algorithm Better than AO*? - Blai Bonet; Hector Geffner (AAAI, 2005)

New Admissible Heuristics for Domain-Independent Planning. - Patrik Haslum; Blai Bonet; Hector Geffner (AAAI, 2005)

Pruning Conformant Plans by Counting Models on Compiled d-DNNF Representations. - Héctor Palacios; Blai Bonet; Adnan Darwiche; Hector Geffner (ICAPS, 2005)

mGPT: A Probabilistic Planner Based on Heuristic Search. - Blai Bonet; Hector Geffner (J. Artif. Intell. Res., 2005)

Compilation of Query-Rewriting Problems into Tractable Fragments of Propositional Logic. - Yolifé Arvelo; Blai Bonet; Maria-Esther Vidal (AAAI, 2006)

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 (ICAPS, 2006)

Bounded Branching and Modalities in Non-Deterministic Planning. - Blai Bonet (AI&M, 2006)

Heuristics for Planning with Penalties and Rewards using Compiled Knowledge. - Blai Bonet; Hector Geffner (KR, 2006)

Domain-Independent Construction of Pattern Database Heuristics for Cost-Optimal Planning. - Patrik Haslum; Adi Botea; Malte Helmert; Blai Bonet; Sven Koenig (AAAI, 2007)

External Memory Value Iteration. - Stefan Edelkamp; Shahid Jabbar; Blai Bonet (ICAPS, 2007)

On Canonical Forms of Complete Problems via First-order Projections - Nerio Borges; Blai Bonet (CoRR, 2007)

On the Speed of Convergence of Value Iteration on Stochastic Shortest-Path Problems. - Blai Bonet (Math. Oper. Res., 2007)

Heuristics for planning with penalties and rewards formulated in logic and computed through circuits. - Blai Bonet; Hector Geffner (Artif. Intell., 2008)

Directed Unfolding of Petri Nets. - Blai Bonet; Patrik Haslum; Sarah L. Hickmott; Sylvie Thiébaux (Trans. Petri Nets Other Model. Concurr., 2008)

Automatic Derivation of Memoryless Policies and Finite-State Controllers Using Classical Planners. - Blai Bonet; Héctor Palacios; Hector Geffner (ICAPS, 2009)

Solving POMDPs: RTDP-Bel vs. Point-based Algorithms. - Blai Bonet; Hector Geffner (IJCAI, 2009)

Deterministic POMDPs Revisited. - Blai Bonet (UAI, 2009)

Finite-State Controllers Based on Mealy Machines for Centralized and Decentralized POMDPs. - Christopher Amato; Blai Bonet; Shlomo Zilberstein (AAAI, 2010)

Automatic Derivation of Finite-State Machines for Behavior Control. - Blai Bonet; Héctor Palacios; Hector Geffner (AAAI, 2010)

Strengthening Landmark Heuristics via Hitting Sets. - Blai Bonet; Malte Helmert (ECAI, 2010)

An Expressive and Efficient Solution to the Service Selection Problem. - Daniel Izquierdo; Maria-Esther Vidal; Blai Bonet (ISWC (1), 2010)

STEREO: a SaT-based tool for an optimal solution of the sERvice selEctiOn problem. - Daniel Izquierdo; Maria-Esther Vidal; Blai Bonet (ISWC (Posters & Demos), 2010)

Conformant plans and beyond: Principles and complexity. - Blai Bonet (Artif. Intell., 2010)

Abstraction Heuristics Extended with Counting Abstractions. - Blai Bonet (ICAPS, 2011)

A Complete Algorithm for Generating Landmarks. - Blai Bonet; Julio Castillo (ICAPS, 2011)

Automatic Polytime Reductions of NP Problems into a Fragment of STRIPS. - Aldo Porco; Alejandro Machado; Blai Bonet (ICAPS, 2011)

Planning under Partial Observability by Classical Replanning: Theory and Experiments. - Blai Bonet; Hector Geffner (IJCAI, 2011)

Action Selection for MDPs: Anytime AO* Versus UCT. - Blai Bonet; Hector Geffner (AAAI, 2012)

Width and Complexity of Belief Tracking in Non-Deterministic Conformant and Contingent Planning. - Blai Bonet; Hector Geffner (AAAI, 2012)

Syntactic characterizations of completeness using duals and operators. - Blai Bonet; Nerio Borges (Log. J. IGPL, 2012)

Automatic Reductions from PH into STRIPS or How to Generate Short Problems with Very Long Solutions. - Aldo Porco; Alejandro Machado; Blai Bonet (ICAPS, 2013)

An Admissible Heuristic for SAS+ Planning Obtained from the State Equation. - Blai Bonet (IJCAI, 2013)

Causal Belief Decomposition for Planning with Sensing: Completeness Results and Practical Approximation. - Blai Bonet; Hector Geffner (IJCAI, 2013)

A Concise Introduction to Models and Methods for Automated Planning - Hector Geffner; Blai Bonet (Morgan & Claypool Publishers, 2013)

Flexible and Scalable Partially Observable Planning with Linear Translations. - Blai Bonet; Hector Geffner (AAAI, 2014)

Flow-Based Heuristics for Optimal Planning: Landmarks and Merges. - Blai Bonet; Menkes van den Briel (ICAPS, 2014)

LP-Based Heuristics for Cost-Optimal Planning. - Florian Pommerening; Gabriele Röger; Malte Helmert; Blai Bonet (ICAPS, 2014)

Universal First-Order Logic is Superfluous for NL, P, NP and coNP. - Nerio Borges; Blai Bonet (Log. Methods Comput. Sci., 2014)

Belief Tracking for Planning with Sensing: Width, Complexity and Approximations. - Blai Bonet; Hector Geffner (J. Artif. Intell. Res., 2014)

Recent advances in unfolding technique. - Blai Bonet; Patrik Haslum; Victor Khomenko; Sylvie Thiébaux; Walter Vogler (Theor. Comput. Sci., 2014)

Policies that Generalize: Solving Many Planning Problems with the Same Policy. - Blai Bonet; Hector Geffner (IJCAI, 2015)

Heuristics for Cost-Optimal Classical Planning Based on Linear Programming. - Florian Pommerening; Gabriele Röger; Malte Helmert; Blai Bonet (IJCAI, 2015)

A Summary of the Twenty-Ninth AAAI Conference on Artificial Intelligence. - Robert Morris 004; Blai Bonet; Marc Cavazza; Marie desJardins; Ariel Felner; Nick Hawes; Brad Knox; Sven Koenig; George Dimitri Konidaris; Jérôme Lang; Carlos Linares López; Daniele Magazzeni; et al. (AI Mag., 2015)

Factored Probabilistic Belief Tracking. - Blai Bonet; Hector Geffner (IJCAI, 2016)

Higher-Dimensional Potential Heuristics for Optimal Classical Planning. - Florian Pommerening; Malte Helmert; Blai Bonet (AAAI, 2017)

Completeness of Online Planners for Partially Observable Deterministic Tasks. - Blai Bonet; Gabriel Formica; Melecio Ponte (ICAPS, 2017)

Abstraction Heuristics, Cost Partitioning and Network Flows. - Florian Pommerening; Malte Helmert; Blai Bonet (ICAPS, 2017)

Generalized Planning: Non-Deterministic Abstractions and Trajectory Constraints. - Blai Bonet; Giuseppe De Giacomo; Hector Geffner; Sasha Rubin (IJCAI, 2017)

Planning With Pixels in (Almost) Real Time. - Wilmer Bandres; Blai Bonet; Hector Geffner (AAAI, 2018)

Features, Projections, and Representation Change for Generalized Planning. - Blai Bonet; Hector Geffner (IJCAI, 2018)

Learning Features and Abstract Actions for Computing Generalized Plans. - Blai Bonet; Guillem Francès; Hector Geffner (AAAI, 2019)

Guarantees for Sound Abstractions for Generalized Planning. - Blai Bonet; Raquel Fuentetaja 001; Yolanda E-Martín; Daniel Borrajo (IJCAI, 2019)

Guarantees for Sound Abstractions for Generalized Planning (Extended Paper). - Blai Bonet; Raquel Fuentetaja 001; Yolanda E-Martín; Daniel Borrajo (CoRR, 2019)

Learning First-Order Symbolic Planning Representations from Plain Graphs. - Blai Bonet; Hector Geffner (CoRR, 2019)

Action Selection for MDPs: Anytime AO* vs. UCT. - Blai Bonet; Hector Geffner (CoRR, 2019)

Learning First-Order Symbolic Representations for Planning from the Structure of the State Space. - Blai Bonet; Hector Geffner (ECAI, 2020)

High-level Programming via Generalized Planning and LTL Synthesis. - Blai Bonet; Giuseppe De Giacomo; Hector Geffner; Fabio Patrizi; Sasha Rubin (KR, 2020)

General Policies, Serializations, and Planning Width. - Blai Bonet; Hector Geffner (CoRR, 2020)

Qualitative Numeric Planning: Reductions and Complexity. - Blai Bonet; Hector Geffner (J. Artif. Intell. Res., 2020)

General Policies, Representations, and Planning Width. - Blai Bonet; Hector Geffner (AAAI, 2021)

Learning General Planning Policies from Small Examples Without Supervision. - Guillem Francès; Blai Bonet; Hector Geffner (AAAI, 2021)

Learning First-Order Representations for Planning from Black Box States: New Results. - Ivan D. Rodriguez; Blai Bonet; Javier Romero 003; Hector Geffner (KR, 2021)

Learning General Policies from Small Examples Without Supervision. - Guillem Francès; Blai Bonet; Hector Geffner (CoRR, 2021)

Learning General Optimal Policies with Graph Neural Networks: Expressive Power, Transparency, and Limits. - Simon Ståhlberg; Blai Bonet; Hector Geffner (ICAPS, 2022)

Learning Generalized Policies without Supervision Using GNNs. - Simon Ståhlberg; Blai Bonet; Hector Geffner (KR, 2022)

Learning First-Order Symbolic Planning Representations That Are Grounded. - Andrés Occhipinti Liberman; Blai Bonet; Hector Geffner (CoRR, 2022)

Language-Based Causal Representation Learning. - Blai Bonet; Hector Geffner (CoRR, 2022)

Flexible FOND Planning with Explicit Fairness Assumptions. - Ivan D. Rodriguez; Blai Bonet; Sebastian Sardiña; Hector Geffner (J. Artif. Intell. Res., 2022)

Learning General Policies with Policy Gradient Methods. - Simon Ståhlberg; Blai Bonet; Hector Geffner (KR, 2023)

On Policy Reuse: An Expressive Language for Representing and Executing General Policies that Call Other Policies. - Blai Bonet; Dominik Drexler; Hector Geffner (ICAPS, 2024)

Symmetries and Expressive Requirements for Learning General Policies. - Dominik Drexler; Simon Ståhlberg; Blai Bonet; Hector Geffner (KR, 2024)

Towards Principled Graph Transformers. - Luis Müller; Daniel Kusuma; Blai Bonet; Christopher Morris 001 (NeurIPS, 2024)

Learning General Policies for Classical Planning Domains: Getting Beyond C2. - Simon Ståhlberg; Blai Bonet; Hector Geffner (CoRR, 2024)

General Policies, Subgoal Structure, and Planning Width. - Blai Bonet; Hector Geffner (J. Artif. Intell. Res., 2024)

Learning More Expressive General Policies for Classical Planning Domains. - Simon Ståhlberg; Blai Bonet; Hector Geffner (AAAI, 2025)