Nils Jansen

Venues

Frequent coauthors

Papers

1. Multi-Environment POMDPs: Discrete Model Uncertainty Under Partial Observability
   NeurIPS 2025 ·

   Eline M. Bovy

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2. On Evaluating Policies for Robust POMDPs
   NeurIPS 2025 ·

   Merlijn Krale

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3. Pessimistic Iterative Planning with RNNs for Robust POMDPs
   ECAI 2025 ·

   Maris F. L. Galesloot

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4. Robust Finite-Memory Policy Gradients for Hidden-Model POMDPs
   IJCAI 2025 ·

   Maris F. L. Galesloot

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5. Robust Transfer of Safety-Constrained Reinforcement Learning Agents
   ICLR 2025 ·

   Markel Zubia

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6. Safety-Prioritizing Curricula for Constrained Reinforcement Learning
   ICLR 2025 ·

   Cevahir Köprülü

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7. Tighter Value-Function Approximations for POMDPs
   AAMAS 2025 ·

   Merlijn Krale

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8. Approximate Dec-POMDP Solving Using Multi-Agent A*
   IJCAI 2024 ·

   Wietze Koops

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9. Factored Online Planning in Many-Agent POMDPs
   AAAI 2024 ·

   Maris F. L. Galesloot

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10. Imprecise Probabilities Meet Partial Observability: Game Semantics for Robust POMDPs
    IJCAI 2024 ·

    Eline M. Bovy

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11. Robust Active Measuring under Model Uncertainty
    AAAI 2024 ·

    Merlijn Krale

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