PPaperPicks

Anna Lukina

4 papers at tracked venues · 2 at CORE A* · active 2025–2025

Venues

Frequent coauthors

Christian Schilling
×2
Florent Delgrange
×1
Guy Avni
×1
Ann Nowé
×1
Guillermo A. Pérez
×1
Emir Demirovic
×1
Grigory Neustroev
×1
Mirco Giacobbe
×1
Sterre Lutz
×1
Matthijs T. J. Spaan
×1

Papers

  1. Composing Reinforcement Learning Policies, with Formal Guarantees
    AAMAS 2025 ·
    Florent Delgrange
    ,
    Guy Avni
    , Anna Lukina,
    Christian Schilling
    ,
    Ann Nowé
    ,
    Guillermo A. Pérez
  2. In Search of Trees: Decision-Tree Policy Synthesis for Black-Box Systems via Search
    AAAI 2025 ·
    Emir Demirovic
    ,
    Christian Schilling
    , Anna Lukina
  3. Neural Continuous-Time Supermartingale Certificates
    AAAI 2025 ·
    Grigory Neustroev
    ,
    Mirco Giacobbe
    , Anna Lukina
  4. VeRecycle: Reclaiming Guarantees from Probabilistic Certificates for Stochastic Dynamical Systems after Change
    IJCAI 2025 ·
    Sterre Lutz
    ,
    Matthijs T. J. Spaan
    , Anna Lukina