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@LAVA-LAB

LAVA-LAB

The LAVA-LAB conducts research around Learning and Verification in decision-making under uncertainty.

Popular repositories

  1. safe-slac safe-slac Public

    Safe SLAC, an algorithm for safe cost-constrained reinforcement learning in high-dimensional POMDPs.

    Python 10 3

  2. COOL-MC COOL-MC Public

    The interface between Model Checking and Reinforcement Learning.

    Python 5

  3. DynAbs DynAbs Public

    Controller synthesis for uncertain dynamical systems via formal abstractions

    Python 3 1

  4. MC_PIA MC_PIA Public

    Python 3

  5. luiaard luiaard Public

    Code for the paper "Robust Anytime Learning of Markov Decision Processes"

    Java 2 2

  6. lava-lab.github.io lava-lab.github.io Public

    JavaScript 2 2

Repositories

Showing 10 of 17 repositories
  • JavaScript 2 MIT 2 0 0 Updated May 12, 2024
  • DynAbs Public

    Controller synthesis for uncertain dynamical systems via formal abstractions

    Python 3 1 1 0 Updated Feb 23, 2024
  • Python 0 0 0 0 Updated Feb 20, 2024
  • Python 1 MIT 0 0 0 Updated Dec 22, 2023
  • many-agent-planning Public

    Repository containing the code accompanying the AAAI-24 paper on Many-Agent POMDPs.

    Jupyter Notebook 0 MIT 1 0 0 Updated Dec 20, 2023
  • RATM Public

    Repository containing code for AAAI 2024 paper "Robust Active Measuring in Uncertain Environments"

    Roff 0 0 0 0 Updated Dec 19, 2023
  • COOL-MC Public

    The interface between Model Checking and Reinforcement Learning.

    Python 5 0 0 0 Updated Oct 4, 2023
  • FBA Public
    Python 0 0 0 0 Updated Sep 7, 2023
  • Raku 2 GPL-3.0 0 0 0 Updated Jul 14, 2023
  • ATM Public

    Repository containing code for ICAPS-paper "Act-Then-Measure: Reinforcement Learning for Partially Observable Environments with Active Measuring"

    Jupyter Notebook 2 1 0 0 Updated Jul 12, 2023

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