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@LAVA-LAB

LAVA-LAB

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

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  1. COOL-MC COOL-MC Public

    The interface between probabilistic model checking and data-driven policy learning.

    Python 16 2

  2. safe-slac safe-slac Public

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

    Python 11 4

  3. DynAbs DynAbs Public

    Controller synthesis for uncertain dynamical systems via formal abstractions

    Python 6 3

  4. luiaard luiaard Public

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

    Java 3 3

  5. MC_PIA MC_PIA Public

    Python 3

  6. ATM ATM Public

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

    Jupyter Notebook 3 2

Repositories

Showing 10 of 20 repositories
  • LAVA-LAB/lava-lab.github.io’s past year of commit activity
    JavaScript 2 MIT 2 0 0 Updated Mar 12, 2026
  • COOL-MC Public

    The interface between probabilistic model checking and data-driven policy learning.

    LAVA-LAB/COOL-MC’s past year of commit activity
    Python 16 2 0 0 Updated Mar 11, 2026
  • many-agent-planning Public

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

    LAVA-LAB/many-agent-planning’s past year of commit activity
    Jupyter Notebook 1 MIT 2 0 0 Updated Oct 26, 2025
  • DynAbs Public

    Controller synthesis for uncertain dynamical systems via formal abstractions

    LAVA-LAB/DynAbs’s past year of commit activity
    Python 6 3 1 0 Updated Oct 13, 2025
  • logRASM Public
    LAVA-LAB/logRASM’s past year of commit activity
    Python 1 GPL-3.0 3 0 0 Updated Jun 16, 2025
  • luiaard Public

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

    LAVA-LAB/luiaard’s past year of commit activity
    Java 3 GPL-2.0 3 0 0 Updated May 20, 2025
  • neural_stochastic_control Public

    Verified control of stochastic systems using neural certificates

    LAVA-LAB/neural_stochastic_control’s past year of commit activity
    0 0 0 0 Updated Apr 11, 2025
  • ATM Public

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

    LAVA-LAB/ATM’s past year of commit activity
    Jupyter Notebook 3 2 0 0 Updated Oct 29, 2024
  • ipomdp_cvx Public

    Robust policies for uPOMDPs via CCP and SCP methods

    LAVA-LAB/ipomdp_cvx’s past year of commit activity
    Python 0 1 0 0 Updated Sep 12, 2024
  • LAVA-LAB/RPOMDP_game_semantics_value_functions’s past year of commit activity
    0 0 0 0 Updated Jul 12, 2024

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