schola.scripts.ray.settings

This module contains the settings dataclasses for the RLlib script

Classes

APPOSettings([gae_lambda, clip_param, …])	Dataclass for APPO (Asynchronous Proximal Policy Optimization) algorithm specific settings.
IMPALASettings([vtrace, …])	Dataclass for IMPALA (Importance Weighted Actor-Learner Architecture) algorithm specific settings.
LoggingSettings([schola_verbosity, …])	Dataclass for logging settings used in the RLlib training process.
NetworkArchitectureSettings([fcnet_hiddens, …])	Dataclass for network architecture settings used in the RLlib training process.
PPOSettings([gae_lambda, clip_param, use_gae])	Dataclass for PPO (Proximal Policy Optimization) algorithm specific settings.
RLLibAlgorithmSpecificSettings()	Base Class for RLLib algorithm specific settings.
RLlibScriptArgs([enable_checkpoints, …])	Top level dataclass for RLlib script arguments.
ResourceSettings([num_gpus, num_cpus, …])	Dataclass for resource settings used in the RLlib training process.
ResumeSettings([resume_from])	Dataclass for resume settings used in the RLlib training process.
TrainingSettings([timesteps, learning_rate, …])	Dataclass for generic training settings used in the RLlib training process.