PPaperPicks

Alberto Sardinha

7 papers at tracked venues · 3 at CORE A* · active 2024–2026

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Venues

AAMAS ×4AAAI ×2ICML ×1

Frequent coauthors

Francisco S. Melo
×7
Pedro P. Santos
×3
Diogo S. Carvalho
×2
Miguel Vasco
×2
Pedro A. Santos
×2
Ana Paiva
×2
Guilherme S. Varela
×2
Fábio Vital
×1
João G. Ribeiro
×1
Gonçalo Rodrigues
×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. The Number of Trials Matters in Infinite-Horizon General-Utility Markov Decision Processes
    ICML 2025 ·
    Pedro P. Santos
    , Alberto Sardinha,
    Francisco S. Melo
  6. 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
  7. TEAMSTER: Model-Based Reinforcement Learning for Ad Hoc Teamwork (Abstract Reprint)
    AAAI 2024 ·
    João G. Ribeiro
    ,
    Gonçalo Rodrigues
    , Alberto Sardinha,
    Francisco S. Melo