POMDPPlanners.simulations package

Subpackages

• POMDPPlanners.simulations.simulation_apis package
  • Submodules
  • POMDPPlanners.simulations.simulation_apis.dask_simulations_api module
  • POMDPPlanners.simulations.simulation_apis.local_simulations_api module
  • POMDPPlanners.simulations.simulation_apis.pbs_simulations_api module
  • POMDPPlanners.simulations.simulation_apis.simulations_api_interface module
    • SimulationsAPIInterface
      • SimulationsAPIInterface.run_all_benchmark_environments_on_planner_generators()
      • SimulationsAPIInterface.run_all_hyperparameter_benchmarks()
      • SimulationsAPIInterface.run_hyperparameter_optimization()
      • SimulationsAPIInterface.run_hyperparameter_tuning_experiment_with_benchmarks()
      • SimulationsAPIInterface.run_multiple_environments_and_policies()
      • SimulationsAPIInterface.run_optimize_and_evaluate()
• POMDPPlanners.simulations.simulations_deployment package
  • DeploymentType
    • DeploymentType.DASK_DISTRIBUTED
    • DeploymentType.LOCAL
    • DeploymentType.REMOTE_RAY
  • TaskManagerFactory
    • TaskManagerFactory.create_dask()
    • TaskManagerFactory.create_joblib()
    • TaskManagerFactory.create_pbs()
  • TaskManagerType
    • TaskManagerType.DASK
    • TaskManagerType.JOBLIB
    • TaskManagerType.PBS
  • Subpackages
    • POMDPPlanners.simulations.simulations_deployment.run_progress package
      • NotificationConfig
      • Notifier
      • NullNotifier
      • ProgressDB
      • RunRow
      • SlackNotifier
      • build_notifier()
      • install_signal_handlers()
      • post_trial_milestone()
      • Submodules
      • POMDPPlanners.simulations.simulations_deployment.run_progress.config module
      • POMDPPlanners.simulations.simulations_deployment.run_progress.db module
      • POMDPPlanners.simulations.simulations_deployment.run_progress.notify module
      • POMDPPlanners.simulations.simulations_deployment.run_progress.watcher module
    • POMDPPlanners.simulations.simulations_deployment.tasks package
      • Submodules
      • POMDPPlanners.simulations.simulations_deployment.tasks.environment_visualization_task module
      • POMDPPlanners.simulations.simulations_deployment.tasks.episode_simulation_task module
      • POMDPPlanners.simulations.simulations_deployment.tasks.hyper_parameter_tuning_simulation_task module
  • Submodules
  • POMDPPlanners.simulations.simulations_deployment.cache_dbs module
    • DiskCacheDB
      • DiskCacheDB.clear()
      • DiskCacheDB.close()
      • DiskCacheDB.get()
      • DiskCacheDB.is_key_in_cache()
      • DiskCacheDB.set()
  • POMDPPlanners.simulations.simulations_deployment.task_manager_configs module
    • DaskConfig
      • DaskConfig.cache_size
      • DaskConfig.clear_cache_on_start
      • DaskConfig.create_task_manager()
      • DaskConfig.n_workers
      • DaskConfig.scheduler_address
    • JoblibConfig
      • JoblibConfig.cache_size
      • JoblibConfig.clear_cache_on_start
      • JoblibConfig.console_output
      • JoblibConfig.create_task_manager()
      • JoblibConfig.eviction_policy
      • JoblibConfig.n_jobs
      • JoblibConfig.no_logs
      • JoblibConfig.verbose
    • PBSConfig
      • PBSConfig.cache_size
      • PBSConfig.clear_cache_on_start
      • PBSConfig.cores
      • PBSConfig.create_task_manager()
      • PBSConfig.dashboard_address
      • PBSConfig.dashboard_port
      • PBSConfig.dashboard_prefix
      • PBSConfig.enable_dashboard
      • PBSConfig.job_extra
      • PBSConfig.memory
      • PBSConfig.n_workers
      • PBSConfig.processes
      • PBSConfig.queue
      • PBSConfig.walltime
    • TaskManagerConfig
      • TaskManagerConfig.create_task_manager()
  • POMDPPlanners.simulations.simulations_deployment.task_managers module
    • DaskTaskManager
      • DaskTaskManager.cancel_tasks()
      • DaskTaskManager.client
      • DaskTaskManager.gather_results()
      • DaskTaskManager.get_task_status()
      • DaskTaskManager.run_tasks()
      • DaskTaskManager.set_progress_callback()
      • DaskTaskManager.submit_tasks()
    • JoblibTaskManager
      • JoblibTaskManager.clear_cache()
      • JoblibTaskManager.set_progress_callback()
    • PBSTaskManager
      • PBSTaskManager.get_dashboard_url()
      • PBSTaskManager.is_dashboard_running()
    • SequentialTaskManager
    • TaskManagerType
      • TaskManagerType.DASK
      • TaskManagerType.JOBLIB
      • TaskManagerType.PBS
• POMDPPlanners.simulations.simulator package
  • Submodules
  • POMDPPlanners.simulations.simulator.base_simulator module
  • POMDPPlanners.simulations.simulator.episode_returns_visualizer module
  • POMDPPlanners.simulations.simulator.pomdp_simulator module
• POMDPPlanners.simulations.workflows package
  • Submodules
  • POMDPPlanners.simulations.workflows.evaluation module
  • POMDPPlanners.simulations.workflows.hyperparameter_tuning_evaluation_workflows module
  • POMDPPlanners.simulations.workflows.integrated module
  • POMDPPlanners.simulations.workflows.optimization module
  • POMDPPlanners.simulations.workflows.planner_evaluation_workflow module

Submodules

POMDPPlanners.simulations.episodes module

POMDPPlanners.simulations.hyper_parameter_tuning_simulations module

POMDPPlanners.simulations.simulation_statistics module