ReinforceUI-Studio
ReinforceUI-Studio. A Python-based application designed to simplify the configuration and monitoring of RL training processes. Supporting MuJoCo, OpenAI Gymnasium, and DeepMind Control Suite. Algorithms included: CTD4, DDPG, DQN, PPO, SAC, TD3, TQC
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Download Latest Version (.zip)- docker-publish.yml
- formatting.yml
- pytest.yml
- FUNDING.yml
- ball_in_cup_catch.gif
- CartPole.gif
- CTD4_ball_in_cup_catch.png
- DQN_CartPole-v1.png
- HalfCheetah.gif
- SAC_walker_walk.png
- TD3_HalfCheetah-v5.png
- walker_walk.gif
- cover_RL.png
- mlflow_dashboard_1.png
- mlflow_dashboard_2.png
- multiple_selection.png
- multiple_selection_main_window.png
- new_main_window_example.gif
- single_selection.png
- single_selection_main_window.png
- __init__.py
- config_algorithm.yaml
- config_platform.yaml
- __init__.py
- back.svg
- cheetah_run.gif
- comparative_icon.svg
- config.svg
- half_cheetah.gif
- load_icon.svg
- pendulum.gif
- single_icon.svg
- __init__.py
- load_model_window.py
- select_algorithm_window.py
- select_environment_window.py
- select_hyperparameters_window.py
- select_multiple_algorithm_window.py
- select_platform_window.py
- training_window.py
- ui_base_window.py
- ui_styles.py
- ui_utils.py
- welcome_window.py
- __init__.py
- actor.py
- critic.py
- __init__.py
- CTD4.py
- __init__.py
- actor.py
- critic.py
- __init__.py
- DDPG.py
- __init__.py
- network.py
- __init__.py
- DQN.py
- __init__.py
- actor.py
- critic.py
- __init__.py
- PPO.py
- __init__.py
- actor.py
- critic.py
- __init__.py
- SAC.py
- __init__.py
- actor.py
- critic.py
- __init__.py
- TD3.py
- __init__.py
- actor.py
- critic.py
- __init__.py
- TQC.py
- __init__.py
- __init__.py
- dmcs_env.py
- gym_env.py
- __init__.py
- mlflow_logger.py
- mlflow_wrappers.py
- plotters.py
- record_logger.py
- trainining_thread_manager.py
- util.py
- __init__.py
- evaluate_policy_loop.py
- testing_policy_loop.py
- training_policy_loop.py
- __init__.py
- memory_buffer.py
- __init__.py
- main.py
- test_create_environment_instance.py
- test_import_algorithm_instance.py
- .flake8
- conda_environment.yml
- Dockerfile
- LICENSE
- MANIFEST.in
- pyproject.toml
- README.md
- requirements.txt
- setup.py
// repository documentation
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