PPaperPicks

Francesco Belardinelli

11 papers at tracked venues · 5 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Alexander W. Goodall
×3
Edwin Hamel-De le Court
×3
Matt MacDermott
×2
Tom Everitt
×2
Aamal Abbas Hussain
×2
Omar Adalat
×1
Gaspard Ohlmann
×1
Julius Gasson
×1
James Fox
×1
Dan Leonte
×1
Georgios Piliouras
×1
Francis Rhys Ward
×1

Papers

  1. Behaviour Policy Optimization: Provably Lower Variance Return Estimates for Off-Policy Reinforcement Learning
    AAAI 2026 ·
    Alexander W. Goodall
    ,
    Edwin Hamel-De le Court
    , Francesco Belardinelli
  2. Expressive Temporal Specifications for Reward Monitoring
    AAAI 2026 ·
    Omar Adalat
    , Francesco Belardinelli
  3. SC²: Safe Control via Shielding for CPCTL Specifications
    KR 2026 ·
    Edwin Hamel-De le Court
    ,
    Gaspard Ohlmann
    , Francesco Belardinelli
  4. LUNAR: A Runtime Verification Tool for Anomaly Detection in Gas Networks
    AAMAS 2025 ·
    Julius Gasson
    , Francesco Belardinelli
  5. Probabilistic Shielding for Safe Reinforcement Learning
    AAAI 2025 ·
    Edwin Hamel-De le Court
    , Francesco Belardinelli,
    Alexander W. Goodall
  6. Leveraging Approximate Model-based Shielding for Probabilistic Safety Guarantees in Continuous Environments
    AAMAS 2024 ·
    Alexander W. Goodall
    , Francesco Belardinelli
  7. Measuring Goal-Directedness
    NeurIPS 2024 ·
    Matt MacDermott
    ,
    James Fox
    , Francesco Belardinelli,
    Tom Everitt
  8. On the Stability of Learning in Network Games with Many Players
    AAMAS 2024 ·
    Aamal Abbas Hussain
    ,
    Dan Leonte
    , Francesco Belardinelli,
    Georgios Piliouras
  9. Stability of Multi-Agent Learning in Competitive Networks: Delaying the Onset of Chaos
    AAAI 2024 ·
    Aamal Abbas Hussain
    , Francesco Belardinelli
  10. The Reasons that Agents Act: Intention and Instrumental Goals
    AAMAS 2024 ·
    Francis Rhys Ward
    ,
    Matt MacDermott
    , Francesco Belardinelli,
    Francesca Toni
    ,
    Tom Everitt
  11. Verification of Stochastic Multi-Agent Systems with Forgetful Strategies
    AAMAS 2024 · Francesco Belardinelli,
    Wojtek Jamroga
    ,
    Munyque Mittelmann
    ,
    Aniello Murano