| 2025 | AAAI | Learning More Expressive General Policies for Classical Planning Domains. | Simon Sthlberg, Blai Bonet, Hector Geffner |
| 2025 | KR | Learning General Policies from Examples. | Blai Bonet, Hector Geffner |
| 2024 | ICAPS | On Policy Reuse: An Expressive Language for Representing and Executing General Policies that Call Other Policies. | Blai Bonet, Dominik Drexler, Hector Geffner |
| 2024 | KR | Symmetries and Expressive Requirements for Learning General Policies. | Dominik Drexler, Simon Sthlberg, Blai Bonet, Hector Geffner |
| 2023 | KR | Learning General Policies with Policy Gradient Methods. | Simon Sthlberg, Blai Bonet, Hector Geffner |
| 2022 | KR | Learning Generalized Policies without Supervision Using GNNs. | Simon Sthlberg, Blai Bonet, Hector Geffner |
| 2021 | AAAI | General Policies, Representations, and Planning Width. | Blai Bonet, Hector Geffner |
| 2021 | AAAI | Learning General Planning Policies from Small Examples Without Supervision. | Guillem Francs, Blai Bonet, Hector Geffner |
| 2021 | KR | Learning First-Order Representations for Planning from Black Box States: New Results. | Ivan D. Rodriguez, Blai Bonet, Javier Romero, Hector Geffner |
| 2020 | ECAI | Learning First-Order Symbolic Representations for Planning from the Structure of the State Space. | Blai Bonet, Hector Geffner |
| 2020 | KR | High-level Programming via Generalized Planning and LTL Synthesis. | Blai Bonet, Giuseppe De Giacomo, Hector Geffner, Fabio Patrizi, Sasha Rubin |
| 2019 | AAAI | Learning Features and Abstract Actions for Computing Generalized Plans. | Blai Bonet, Guillem Francs, Hector Geffner |
| 2019 | IJCAI | Guarantees for Sound Abstractions for Generalized Planning. | Blai Bonet, Raquel Fuentetaja, Yolanda E-Martn, Daniel Borrajo |
| 2018 | AAAI | Planning With Pixels in (Almost) Real Time. | Wilmer Bandres, Blai Bonet, Hector Geffner |
| 2018 | IJCAI | Features, Projections, and Representation Change for Generalized Planning. | Blai Bonet, Hector Geffner |
| 2017 | AAAI | Higher-Dimensional Potential Heuristics for Optimal Classical Planning. | Florian Pommerening, Malte Helmert, Blai Bonet |
| 2017 | IJCAI | Generalized Planning: Non-Deterministic Abstractions and Trajectory Constraints. | Blai Bonet, Giuseppe De Giacomo, Hector Geffner, Sasha Rubin |
| 2016 | IJCAI | Factored Probabilistic Belief Tracking. | Blai Bonet, Hector Geffner |
| 2015 | IJCAI | Policies that Generalize: Solving Many Planning Problems with the Same Policy. | Blai Bonet, Hector Geffner |
| 2015 | IJCAI | Heuristics for Cost-Optimal Classical Planning Based on Linear Programming. | Florian Pommerening, Gabriele Rger, Malte Helmert, Blai Bonet |
| 2014 | AAAI | Flexible and Scalable Partially Observable Planning with Linear Translations. | Blai Bonet, Hector Geffner |
| 2013 | IJCAI | An Admissible Heuristic for SAS+ Planning Obtained from the State Equation. | Blai Bonet |
| 2013 | IJCAI | Causal Belief Decomposition for Planning with Sensing: Completeness Results and Practical Approximation. | Blai Bonet, Hector Geffner |
| 2012 | AAAI | Action Selection for MDPs: Anytime AO* Versus UCT. | Blai Bonet, Hector Geffner |
| 2012 | AAAI | Width and Complexity of Belief Tracking in Non-Deterministic Conformant and Contingent Planning. | Blai Bonet, Hector Geffner |
| 2011 | IJCAI | Planning under Partial Observability by Classical Replanning: Theory and Experiments. | Blai Bonet, Hector Geffner |
| 2010 | AAAI | Finite-State Controllers Based on Mealy Machines for Centralized and Decentralized POMDPs. | Christopher Amato, Blai Bonet, Shlomo Zilberstein |
| 2010 | AAAI | Automatic Derivation of Finite-State Machines for Behavior Control. | Blai Bonet, Hctor Palacios, Hector Geffner |
| 2010 | ECAI | Strengthening Landmark Heuristics via Hitting Sets. | Blai Bonet, Malte Helmert |
| 2009 | IJCAI | Solving POMDPs: RTDP-Bel vs. Point-based Algorithms. | Blai Bonet, Hector Geffner |
| 2009 | UAI | Deterministic POMDPs Revisited. | Blai Bonet |
| 2007 | AAAI | Domain-Independent Construction of Pattern Database Heuristics for Cost-Optimal Planning. | Patrik Haslum, Adi Botea, Malte Helmert, Blai Bonet, Sven Koenig |
| 2006 | AAAI | Compilation of Query-Rewriting Problems into Tractable Fragments of Propositional Logic. | Yolif Arvelo, Blai Bonet, Maria-Esther Vidal |
| 2006 | ISAIM | Bounded Branching and Modalities in Non-Deterministic Planning. | Blai Bonet |
| 2006 | KR | Heuristics for Planning with Penalties and Rewards using Compiled Knowledge. | Blai Bonet, Hector Geffner |
| 2005 | AAAI | An Algorithm Better than AO*? | Blai Bonet, Hector Geffner |
| 2005 | AAAI | New Admissible Heuristics for Domain-Independent Planning. | Patrik Haslum, Blai Bonet, Hector Geffner |
| 2003 | IJCAI | Faster Heuristic Search Algorithms for Planning with Uncertainty and Full Feedback. | Blai Bonet, Hector Geffner |
| 2002 | ICML | An epsilon-Optimal Grid-Based Algorithm for Partially Observable Markov Decision Processes. | Blai Bonet |
| 2002 | UAI | Qualitative MDPs and POMDPs: An Order-Of-Magnitude Approximation. | Blai Bonet, Judea Pearl |
| 2001 | UAI | A Calculus for Causal Relevance. | Blai Bonet |
| 2001 | UAI | Instrumentality Tests Revisited. | Blai Bonet |
| 1998 | ICML | Learning Sorting and Decision Trees with POMDPs. | Blai Bonet, Hector Geffner |
| 1997 | AAAI | A Robust and Fast Action Selection Mechanism for Planning. | Blai Bonet, Gbor Loerincs, Hector Geffner |
| 1996 | UAI | Arguing for Decisions: A Qualitative Model of Decision Making. | Blai Bonet, Hector Geffner |