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@LAVA-LAB

LAVA-LAB

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

Popular repositories Loading

  1. safe-slac safe-slac Public

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

    Python 11 3

  2. COOL-MC COOL-MC Public

    The interface between Model Checking and Reinforcement Learning.

    Python 7

  3. DynAbs DynAbs Public

    Controller synthesis for uncertain dynamical systems via formal abstractions

    Python 5 2

  4. MC_PIA MC_PIA Public

    Python 3

  5. 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

  6. luiaard luiaard Public

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

    Java 2 2

Repositories

Showing 10 of 20 repositories
  • 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
  • LAVA-LAB/lava-lab.github.io’s past year of commit activity
    JavaScript 2 MIT 2 0 0 Updated Oct 17, 2024
  • COOL-MC Public

    The interface between Model Checking and Reinforcement Learning.

    LAVA-LAB/COOL-MC’s past year of commit activity
    Python 7 0 0 0 Updated Sep 16, 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 0 0 0 Updated Sep 12, 2024
  • DynAbs Public

    Controller synthesis for uncertain dynamical systems via formal abstractions

    LAVA-LAB/DynAbs’s past year of commit activity
    Python 5 2 1 0 Updated Aug 25, 2024
  • neural_stochastic_control Public

    Verified control of stochastic systems using neural certificates

    LAVA-LAB/neural_stochastic_control’s past year of commit activity
    Python 0 0 0 0 Updated Aug 21, 2024
  • LAVA-LAB/RPOMDP_game_semantics_value_functions’s past year of commit activity
    0 0 0 0 Updated Jul 12, 2024
  • LAVA-LAB/dynabs-jax’s past year of commit activity
    Python 0 0 0 0 Updated Feb 20, 2024
  • LAVA-LAB/improved_spi’s past year of commit activity
    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.

    LAVA-LAB/many-agent-planning’s past year of commit activity
    Jupyter Notebook 0 MIT 1 0 0 Updated Dec 20, 2023

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