PPaperPicks

Nils Jansen

11 papers at tracked venues · 6 at CORE A* · active 2024–2025

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Venues

IJCAI ×3AAAI ×2ICLR ×2NeurIPS ×2AAMAS ×1ECAI ×1

Frequent coauthors

Thiago D. Simão
×7
Sebastian Junges
×5
Maris F. L. Galesloot
×4
Eline M. Bovy
×3
Marnix Suilen
×3
Ufuk Topcu
×3
Merlijn Krale
×3
Wietze Koops
×2
Caleb Probine
×1
Steven Carr
×1
Matthijs T. J. Spaan
×1
Roman Andriushchenko
×1

Papers

  1. Multi-Environment POMDPs: Discrete Model Uncertainty Under Partial Observability
    NeurIPS 2025 ·
    Eline M. Bovy
    ,
    Caleb Probine
    ,
    Marnix Suilen
    ,
    Ufuk Topcu
    , Nils Jansen
  2. On Evaluating Policies for Robust POMDPs
    NeurIPS 2025 ·
    Merlijn Krale
    ,
    Eline M. Bovy
    ,
    Maris F. L. Galesloot
    ,
    Thiago D. Simão
    , Nils Jansen
  3. Pessimistic Iterative Planning with RNNs for Robust POMDPs
    ECAI 2025 ·
    Maris F. L. Galesloot
    ,
    Marnix Suilen
    ,
    Thiago D. Simão
    ,
    Steven Carr
    ,
    Matthijs T. J. Spaan
    ,
    Ufuk Topcu
    , Nils Jansen
  4. Robust Finite-Memory Policy Gradients for Hidden-Model POMDPs
    IJCAI 2025 ·
    Maris F. L. Galesloot
    ,
    Roman Andriushchenko
    ,
    Milan Ceska
    ,
    Sebastian Junges
    , Nils Jansen
  5. Robust Transfer of Safety-Constrained Reinforcement Learning Agents
    ICLR 2025 ·
    Markel Zubia
    ,
    Thiago D. Simão
    , Nils Jansen
  6. Safety-Prioritizing Curricula for Constrained Reinforcement Learning
    ICLR 2025 ·
    Cevahir Köprülü
    ,
    Thiago D. Simão
    , Nils Jansen,
    Ufuk Topcu
  7. Tighter Value-Function Approximations for POMDPs
    AAMAS 2025 ·
    Merlijn Krale
    ,
    Wietze Koops
    ,
    Sebastian Junges
    ,
    Thiago D. Simão
    , Nils Jansen
  8. Approximate Dec-POMDP Solving Using Multi-Agent A*
    IJCAI 2024 ·
    Wietze Koops
    ,
    Sebastian Junges
    , Nils Jansen
  9. Factored Online Planning in Many-Agent POMDPs
    AAAI 2024 ·
    Maris F. L. Galesloot
    ,
    Thiago D. Simão
    ,
    Sebastian Junges
    , Nils Jansen
  10. Imprecise Probabilities Meet Partial Observability: Game Semantics for Robust POMDPs
    IJCAI 2024 ·
    Eline M. Bovy
    ,
    Marnix Suilen
    ,
    Sebastian Junges
    , Nils Jansen
  11. Robust Active Measuring under Model Uncertainty
    AAAI 2024 ·
    Merlijn Krale
    ,
    Thiago D. Simão
    ,
    Jana Tumova
    , Nils Jansen