ray/rllib/agents/ddpg/__init__.py

from ray.rllib.agents.ddpg.apex import ApexDDPGTrainer
from ray.rllib.agents.ddpg.ddpg import DDPGTrainer, DEFAULT_CONFIG
from ray.rllib.agents.ddpg.td3 import TD3Trainer

__all__ = ["ApexDDPGTrainer", "DDPGTrainer", "DEFAULT_CONFIG", "TD3Trainer"]
[rllib] Rename Agent to Trainer (#4556) 2019-04-07 00:36:18 -07:00			`from ray.rllib.agents.ddpg.apex import ApexDDPGTrainer`
			`from ray.rllib.agents.ddpg.ddpg import DDPGTrainer, DEFAULT_CONFIG`
[rllib] TD3/DDPG improvements and MuJoCo benchmarks (#4694) * [rllib] Separate optimisers for DDPG actor & crit. * [rllib] Better names for DDPG variables & options Config changes: - noise_scale -> exploration_ou_noise_scale - exploration_theta -> exploration_ou_theta - exploration_sigma -> exploration_ou_sigma - act_noise -> exploration_gaussian_sigma - noise_clip -> target_noise_clip * [rllib] Make DDPG less class-y Used functions to replace three classes with only an __init__ method & a handful of unrelated attributes. * [rllib] Refactor DDPG noise * [rllib] Unify DDPG exploration annealing Added option "exploration_should_anneal" to enable linear annealing of exploration noise. By default this is off, for consistency with DDPG & TD3 papers. Also renamed "exploration_final_eps" to "exploration_final_scale" (that name seems to have been carried over from DQN, and doesn't really make sense here). Finally, tried to rename "eps" to "noise_scale" wherever possible. 2019-04-26 17:49:53 -07:00			`from ray.rllib.agents.ddpg.td3 import TD3Trainer`
[RLLib] DDPG (#1685) 2018-04-11 15:08:39 -07:00
[RLlib] DDPG refactor and Exploration API action noise classes. (#7314) * WIP. * WIP. * WIP. * WIP. * WIP. * Fix * WIP. * Add TD3 quick Pendulum regresison. * Cleanup. * Fix. * LINT. * Fix. * Sort quick_learning test cases, add TD3. * Sort quick_learning test cases, add TD3. * Revert test_checkpoint_restore.py (debugging) changes. * Fix old soft_q settings in documentation and test configs. * More doc fixes. * Fix test case. * Fix test case. * Lower test load. * WIP. 2020-03-01 20:53:35 +01:00			`__all__ = ["ApexDDPGTrainer", "DDPGTrainer", "DEFAULT_CONFIG", "TD3Trainer"]`