scripts.rllib

Full path: schola.scripts.rllib

schola.scripts.rllib

Scripts for training with Ray and RLlib.

Modules

Item	Description
launch_imitation	—
rllib_to_onnx	Script to convert a Ray model to an ONNX model for use in Unreal Engine.
settings	This module contains the settings dataclasses for the RLlib script
train	Script to train an rllib model using Schola.

• schola.scripts.rllib.launch_imitation

• schola.scripts.rllib.launch_imitation.bc

• bc()

• schola.scripts.rllib.launch_imitation.main

• main()

• schola.scripts.rllib.launch_imitation.BCScriptArgs

• BCScriptArgs

• BCScriptArgs.init()

• BCScriptArgs.behaviour_cloning_settings

• BCScriptArgs.checkpoint_settings

• BCScriptArgs.environment_settings

• BCScriptArgs.logging_settings

• BCScriptArgs.network_architecture_settings

• BCScriptArgs.resource_settings

• BCScriptArgs.resume_settings

• BCScriptArgs.training_settings

• schola.scripts.rllib.launch_imitation.BehaviourCloningSettings

• BehaviourCloningSettings

• BehaviourCloningSettings.init()

• BehaviourCloningSettings.cloning_steps

• BehaviourCloningSettings.converted_expert_path

• BehaviourCloningSettings.expert_path

• BehaviourCloningSettings.name

• schola.scripts.rllib.rllib_to_onnx

• schola.scripts.rllib.rllib_to_onnx.export

• export()

• schola.scripts.rllib.settings

• schola.scripts.rllib.settings.APPOSettings

• APPOSettings

• APPOSettings.init()

• APPOSettings.get_settings_dict()

• APPOSettings.name

• APPOSettings.rllib_config

• schola.scripts.rllib.settings.IMPALASettings

• IMPALASettings

• IMPALASettings.init()

• IMPALASettings.get_settings_dict()

• IMPALASettings.name

• IMPALASettings.rllib_config

• IMPALASettings.vtrace

• IMPALASettings.vtrace_clip_pg_rho_threshold

• IMPALASettings.vtrace_clip_rho_threshold

• schola.scripts.rllib.settings.LoggingSettings

• LoggingSettings

• LoggingSettings.init()

• LoggingSettings.name

• LoggingSettings.rllib_verbosity

• LoggingSettings.schola_verbosity

• schola.scripts.rllib.settings.NetworkArchitectureSettings

• NetworkArchitectureSettings

• NetworkArchitectureSettings.init()

• NetworkArchitectureSettings.activation

• NetworkArchitectureSettings.attention_dim

• NetworkArchitectureSettings.fcnet_hiddens

• NetworkArchitectureSettings.name

• NetworkArchitectureSettings.use_attention

• schola.scripts.rllib.settings.PPOSettings

• PPOSettings

• PPOSettings.init()

• PPOSettings.clip_param

• PPOSettings.gae_lambda

• PPOSettings.get_settings_dict()

• PPOSettings.name

• PPOSettings.rllib_config

• PPOSettings.use_gae

• schola.scripts.rllib.settings.RLLibAlgorithmSpecificSettings

• RLLibAlgorithmSpecificSettings

• RLLibAlgorithmSpecificSettings.get_parser()

• RLLibAlgorithmSpecificSettings.get_settings_dict()

• schola.scripts.rllib.settings.RLlibScriptArgs

• RLlibScriptArgs

• RLlibScriptArgs.init()

• RLlibScriptArgs.algorithm_settings

• RLlibScriptArgs.checkpoint_settings

• RLlibScriptArgs.environment_settings

• RLlibScriptArgs.logging_settings

• RLlibScriptArgs.network_architecture_settings

• RLlibScriptArgs.resource_settings

• RLlibScriptArgs.resume_settings

• RLlibScriptArgs.training_settings

• schola.scripts.rllib.settings.ResourceSettings

• ResourceSettings

• ResourceSettings.init()

• ResourceSettings.name

• ResourceSettings.num_cpus

• ResourceSettings.num_cpus_for_main_process

• ResourceSettings.num_cpus_per_learner

• ResourceSettings.num_gpus

• ResourceSettings.num_gpus_per_learner

• ResourceSettings.num_learners

• ResourceSettings.using_cluster

• schola.scripts.rllib.settings.ResumeSettings

• ResumeSettings

• ResumeSettings.init()

• ResumeSettings.name

• ResumeSettings.resume_from

• schola.scripts.rllib.settings.SACSettings

• SACSettings

• SACSettings.init()

• SACSettings.get_settings_dict()

• SACSettings.initial_alpha

• SACSettings.n_step

• SACSettings.name

• SACSettings.rllib_config

• SACSettings.target_entropy

• SACSettings.tau

• SACSettings.twin_q

• schola.scripts.rllib.settings.TrainingSettings

• TrainingSettings

• TrainingSettings.init()

• TrainingSettings.gamma

• TrainingSettings.learning_rate

• TrainingSettings.minibatch_size

• TrainingSettings.name

• TrainingSettings.num_sgd_iter

• TrainingSettings.timesteps

• TrainingSettings.train_batch_size_per_learner

• schola.scripts.rllib.train

• schola.scripts.rllib.train.debug_main_from_cli

• debug_main_from_cli()

• schola.scripts.rllib.train.impala

• impala()

• schola.scripts.rllib.train.main

• main()

• schola.scripts.rllib.train.ppo

• ppo()

• schola.scripts.rllib.train.sac

• sac()