Author: marek.k

  • probabilistic_robotics

    probabilistic_robotics

    Autonomous navigation tasks with dynamic goals and obstacles, optimized using PPO.. No. of environments: 2

  • procgen

    procgen

    The Procgen Benchmark is a collection of 16 dynamic, procedurally generated environments that push the boundries of how quickly reinforcement learning agents can acquire generalizable skills in randomized scenarios.. No. of environments: 16

  • Profit optimisation

    Profit optimisation

    Harvest profit optimization

  • Promotions

    Promotions

    Optimal promotional campaigns on pasta. No. of environments: 1

  • props

    props

    An enhanced Proximal Policy Optimization (PPO) algorythm implementation for efficient, robust on-policy sampling in continuous action spaces.. No. of environments: 51

  • Prosthesis control

    Prosthesis control

    Optimal control of a dexterous myoelectric prosthesis after amputation

  • pyflyt

    pyflyt

    PyFlyt is a flexible library for simulating UAVs in RL, supporting various drone, plane and rocket models and control modes with advanced wind physics and rendering capabilities.. No. of environments: 28

  • qc_syn

    qc_syn

    Quantum Circuit Synthesis Environment is a Gymnasium-based framework for RL, designed to optimize the creation of quantum circuits using generative machine learning models. No. of environments: 5

  • qwertyenv

    qwertyenv

    Gym/Gymnasium environments (Reinforcement Learning). No. of environments: 1

  • racingenv

    racingenv

    A simple 2D racing environment using gymnasium. No. of environments: 3