#?-*-?coding:?utf-8?-*-
“““
Deep?Q-network?implementation?with?chainer?and?rlglue
Copyright?（c）?2015??Naoto?Yoshida?All?Right?Reserved.
“““

import?copy

import?pickle
import?numpy?as?np
import?scipy.misc?as?spm

from?chainer?import?cuda?FunctionSet?Variable?optimizers
import?chainer.functions?as?F

from?rlglue.agent.Agent?import?Agent
from?rlglue.agent?import?AgentLoader?as?AgentLoader
from?rlglue.types?import?Action


class?DQN_class:
????#?Hyper-Parameters
????gamma?=?0.99??#?Discount?factor
????initial_exploration?=?100#10**4??#?Initial?exploratoin.?original:?5x10^4
????replay_size?=?32??#?Replay?（batch）?size
????target_model_update_freq?=?10**4??#?Target?update?frequancy.?original:?10^4
????data_size?=?10**5??#?Data?size?of?history.?original:?10^6

????def?__init__（self?enable_con

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2016-08-03?13:21??DQN-chainer-master\
?????目錄???????????0??2016-08-03?13:21??DQN-chainer-master\DQN-chainer-gym\
?????文件???????11463??2016-08-03?13:21??DQN-chainer-master\DQN-chainer-gym\dqn_agent.py
?????文件???????11661??2016-08-03?13:21??DQN-chainer-master\DQN-chainer-gym\dqn_agent_cpu.py
?????文件????????1724??2016-08-03?13:21??DQN-chainer-master\DQN-chainer-gym\experiment_gym.py
?????目錄???????????0??2016-08-03?13:21??DQN-chainer-master\DQN-chainer-gym\network\
?????文件??????????31??2016-08-03?13:21??DQN-chainer-master\DQN-chainer-gym\network\readme
?????文件????????1081??2016-08-03?13:21??DQN-chainer-master\LICENSE
?????文件????????1166??2016-08-03?13:21??DQN-chainer-master\README.md
?????文件???????12195??2016-08-03?13:21??DQN-chainer-master\dqn_agent_nature.py
?????文件???????10686??2016-08-03?13:21??DQN-chainer-master\dqn_agent_nips.py
?????文件????????1454??2016-08-03?13:21??DQN-chainer-master\experiment_ale.py
?????文件????????2868??2016-08-03?13:21??DQN-chainer-master\readme.txt