PPaperPicks

Guillermo A. Pérez

4 papers at tracked venues · 2 at CORE A* · active 2024–2025

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Venues

AAAI ×1AAMAS ×1ECAI ×1ICLR ×1

Frequent coauthors

Florent Delgrange
×2
Ann Nowé
×2
Guy Avni
×1
Anna Lukina
×1
Christian Schilling
×1
Kasper Engelen
×1
Marnix Suilen
×1
Marius Belly
×1
Nathanaël Fijalkow
×1
Hugo Gimbert
×1
Florian Horn
×1
Pierre Vandenhove
×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. Data-Efficient Safe Policy Improvement Using Parametric Structure
    ECAI 2025 ·
    Kasper Engelen
    , Guillermo A. Pérez,
    Marnix Suilen
  3. Revelations: A Decidable Class of POMDPs with Omega-Regular Objectives
    AAAI 2025 ·
    Marius Belly
    ,
    Nathanaël Fijalkow
    ,
    Hugo Gimbert
    ,
    Florian Horn
    , Guillermo A. Pérez,
    Pierre Vandenhove
  4. The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models
    ICLR 2024 ·
    Raphaël Avalos
    ,
    Florent Delgrange
    ,
    Ann Nowé
    , Guillermo A. Pérez,
    Diederik M. Roijers