Files
2017-08-01 10:52:14 -06:00

40 lines
1.4 KiB
Python

#######################################################################
# Copyright (C) 2017 Shangtong Zhang(zhangshangtong.cpp@gmail.com) #
# Permission given to modify the code as long as you keep this #
# declaration at the top #
#######################################################################
class Config:
def __init__(self):
self.task_fn = None
self.optimizer_fn = None
self.actor_optimizer_fn = None
self.critic_optimizer_fn = None
self.network_fn = None
self.actor_network_fn = None
self.critic_network_fn = None
self.policy_fn = None
self.replay_fn = None
self.random_process_fn = None
self.discount = 0.99
self.target_network_update_freq = 0
self.max_episode_length = 0
self.exploration_steps = 0
self.logger = None
self.history_length = 1
self.test_interval = 100
self.test_repetitions = 50
self.double_q = False
self.tag = 'vanilla'
self.num_workers = 1
self.worker = None
self.update_interval = 1
self.gradient_clip = 40
self.entropy_weight = 0.01
self.gae_tau = 1.0
self.noise_decay_interval = 0
self.target_network_mix = 0.001
self.reward_shift_fn = lambda r: r
self.state_shift_fn = lambda s: s
self.action_shift_fn = lambda a: a