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Computer Science

D-Index
31
Citations
6559
World Ranking
13410
National Ranking
1

Overview

Blai Bonet is affiliated with Simón Bolívar University in Venezuela and has contributed extensively to the field of computer science, with a primary focus on artificial intelligence. Their research encompasses various subfields, including:

  • Artificial Intelligence
  • Computer Networks and Communications
  • Software
  • Computer Vision and Pattern Recognition
  • Computational Theory and Mathematics

The main topics addressed in their work cover:

  • AI-based Problem Solving and Planning
  • Logic, Reasoning, and Knowledge
  • Machine Learning and Algorithms
  • Constraint Satisfaction and Optimization
  • Topic Modeling
  • Artificial Intelligence in Games
  • Model-Driven Software Engineering Techniques

Blai Bonet has published multiple papers in prominent venues. Recent publications include:

  • Action Selection for MDPs: Anytime AO* Versus UCT (2021), Proceedings of the AAAI Conference on Artificial Intelligence
  • General Policies, Representations, and Planning Width (2021), Proceedings of the AAAI Conference on Artificial Intelligence
  • Width and Complexity of Belief Tracking in Non-Deterministic Conformant and Contingent Planning (2021), Proceedings of the AAAI Conference on Artificial Intelligence

Their work is frequently published in venues such as:

  • arXiv (Cornell University)
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • Proceedings of the International Conference on Automated Planning and Scheduling
  • Journal of Artificial Intelligence Research

Frequent collaborators associated with their research include:

  • Héctor Geffner
  • Simon Ståhlberg
  • Ivan Dario Jimenez Rodriguez
  • Dominik Drexler
  • Guillem Francès

Best Publications

  • Planning as heuristic search

    Blai Bonet;Héctor Geffner

  • Labeled RTDP: improving the convergence of real-time dynamic programming

    Blai Bonet;Héctor Geffner

  • Planning with incomplete information as heuristic search in belief space

    Blai Bonet;Héctor Geffner

  • Planning as Heuristic Search: New Results

    Blai Bonet;Hector Geffner

  • A robust and fast action selection mechanism for planning

    Blai Bonet;Gábor Loerincs;Héctor Geffner

  • A Concise Introduction to Models and Methods for Automated Planning

    Hector Geffner;Blai Bonet

  • Domain-independent construction of pattern database heuristics for cost-optimal planning

    Patrik Haslum;Adi Botea;Malte Helmert;Blai Bonet

  • New admissible heuristics for domain-independent planning

    Patrik Haslum;Blai Bonet;Héctor Geffner

  • A Concise Introduction to Models and Methods for Automated Planning

    Unknown

  • Faster heuristic search algorithms for planning with uncertainty and full feedback

    Blai Bonet;Hector Geffner

  • Solving POMDPs: RTDP-bel vs. point-based algorithms

    Blai Bonet;Héctor Geffner

  • mGPT: a probabilistic planner based on heuristic search

    Blai Bonet;Héctor Geffner

  • Automatic derivation of memoryless policies and finite-state controllers using classical planners

    Blai Bonet;Héctor Palacios;Héctor Geffner

  • 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

  • Arguing for decisions: a qualitative model of decision making

    Blai Bonet;Hector Geffner

  • HEURISTIC SEARCH PLANNER 2.0

    Blai Bonet;Hector Geffner

  • Strengthening Landmark Heuristics via Hitting Sets

    Blai Bonet;Malte Helmert

  • LP-based heuristics for cost-optimal planning

    Florian Pommerening;Gabriele Röger;Malte Helmert;Blai Bonet

  • Planning under partial observability by classical replanning: theory and experiments

    Blai Bonet;Hector Geffner

  • The AIPS-98 Planning Competition

    Derek Long;Henry A. Kautz;Bart Selman;Blai Bonet

  • Instrumentality Tests Revisited

    Blai Bonet

Frequent Co-Authors

Hector Geffner
Hector Geffner RWTH Aachen University
Malte Helmert
Malte Helmert University of Basel
Giuseppe De Giacomo
Giuseppe De Giacomo Sapienza University of Rome
Sven Koenig
Sven Koenig University of Southern California
Judea Pearl
Judea Pearl University of California, Los Angeles
Daniel S. Weld
Daniel S. Weld University of Washington
Adnan Darwiche
Adnan Darwiche University of California, Los Angeles
Stefan Edelkamp
Stefan Edelkamp Charles University
Shlomo Zilberstein
Shlomo Zilberstein University of Massachusetts Amherst
Jana Koehler
Jana Koehler German Research Centre for Artificial Intelligence

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