PPaperPicks

Francisco S. Melo

10 papers at tracked venues · 4 at CORE A* · active 2024–2026

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Venues

AAMAS ×4AAAI ×2ECAI ×1ICML ×1ICRA ×1NeurIPS ×1

Frequent coauthors

Alberto Sardinha
×7
Pedro P. Santos
×3
Miguel Vasco
×3
Diogo S. Carvalho
×2
Pedro A. Santos
×2
Ana Paiva
×2
Guilherme S. Varela
×2
Fábio Vital
×1
Ali H. Kordia
×1
Ulle Endriss
×1
Kerstin Bach
×1
Alberto José Bugarín Diz
×1

Papers

  1. Centralized Training with Hybrid Execution in Multi-Agent Reinforcement Learning via Predictive Observation Imputation (Abstract Reprint)
    AAAI 2026 ·
    Pedro P. Santos
    ,
    Diogo S. Carvalho
    ,
    Miguel Vasco
    ,
    Alberto Sardinha
    ,
    Pedro A. Santos
    ,
    Ana Paiva
    , Francisco S. Melo
  2. Distributed Value Decomposition Networks with Networked Agents
    AAMAS 2025 ·
    Guilherme S. Varela
    ,
    Alberto Sardinha
    , Francisco S. Melo
  3. Implicit Repair with Reinforcement Learning in Emergent Communication
    AAMAS 2025 ·
    Fábio Vital
    ,
    Alberto Sardinha
    , Francisco S. Melo
  4. Networked Agents in the Dark: Team Value Learning under Partial Observability
    AAMAS 2025 ·
    Guilherme S. Varela
    ,
    Alberto Sardinha
    , Francisco S. Melo
  5. Optimize and Coordinate Multiple DMPs Under Constraints to Achieve a Collaborative Manipulation Task
    ICRA 2025 ·
    Ali H. Kordia
    , Francisco S. Melo
  6. The Number of Trials Matters in Infinite-Horizon General-Utility Markov Decision Processes
    ICML 2025 ·
    Pedro P. Santos
    ,
    Alberto Sardinha
    , Francisco S. Melo
  7. Centralized Training with Hybrid Execution in Multi-Agent Reinforcement Learning
    AAMAS 2024 ·
    Pedro P. Santos
    ,
    Diogo S. Carvalho
    ,
    Miguel Vasco
    ,
    Alberto Sardinha
    ,
    Pedro A. Santos
    ,
    Ana Paiva
    , Francisco S. Melo
  8. ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain - Including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024)
    ECAI 2024 ·
    Ulle Endriss
    , Francisco S. Melo,
    Kerstin Bach
    ,
    Alberto José Bugarín Diz
    ,
    Jose Maria Alonso-Moral
    ,
    Senén Barro
    ,
    Fredrik Heintz
  9. NeuralSolver: Learning Algorithms For Consistent and Efficient Extrapolation Across General Tasks
    NeurIPS 2024 ·
    Bernardo Esteves
    ,
    Miguel Vasco
    , Francisco S. Melo
  10. TEAMSTER: Model-Based Reinforcement Learning for Ad Hoc Teamwork (Abstract Reprint)
    AAAI 2024 ·
    João G. Ribeiro
    ,
    Gonçalo Rodrigues
    ,
    Alberto Sardinha
    , Francisco S. Melo