text stringlengths 1 93.6k |
|---|
MAX_EPISODES = 10000
|
MAX_STEPS = 1000
|
episode_history = deque(maxlen=100)
|
for i_episode in range(MAX_EPISODES):
|
# initialize
|
state = env.reset()
|
for t in range(MAX_STEPS):
|
# env.render()
|
action = pg_ddpg.sampleAction(state[np.newaxis,:])
|
next_state, reward, done, _ = env.step(action)
|
pg_ddpg.storeExperience(state, action, reward, next_state, done)
|
pg_ddpg.updateModel()
|
state = next_state
|
if done: break
|
if i_episode % 500 == 0:
|
for i_eval in range(100):
|
total_rewards = 0
|
state = env.reset()
|
for t in range(MAX_STEPS):
|
# env.render()
|
action = pg_ddpg.sampleAction(state[np.newaxis,:], exploration=False)
|
next_state, reward, done, _ = env.step(action)
|
total_rewards += reward
|
state = next_state
|
if done: break
|
episode_history.append(total_rewards)
|
mean_rewards = np.mean(episode_history)
|
print("Episode {}".format(i_episode))
|
print("Finished after {} timesteps".format(t+1))
|
print("Reward for this episode: {:.2f}".format(total_rewards))
|
print("Average reward for last 100 episodes: {:.2f}".format(mean_rewards))
|
# if mean_rewards >= 950.0: # for InvertedPendulum-v1
|
if mean_rewards >= 9100.0: # for InvertedDoublePendulum-v1
|
print("Environment {} solved after {} episodes".format(env_name, i_episode+1))
|
break
|
# <FILESEP>
|
# genre Mapping of tv shows found in zap2it website
|
################################################################################
|
# This program is free software: you can redistribute it and/or modify
|
# it under the terms of the GNU General Public License as published by
|
# the Free Software Foundation, either version 3 of the License, or
|
# (at your option) any later version.
|
#
|
# This program is distributed in the hope that it will be useful,
|
# but WITHOUT ANY WARRANTY; without even the implied warranty of
|
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
# GNU General Public License for more details.
|
#
|
# You should have received a copy of the GNU General Public License
|
# along with this program. If not, see <http://www.gnu.org/licenses/>.
|
################################################################################
|
genreCount = []
|
def countGenres():
|
global genreCount
|
return genreCount
|
def genreSort(edict, userSelectedGenre, useHex):
|
global genreCount
|
genreList = []
|
updatedgenreList = []
|
EPgenre = edict['epgenres']
|
if userSelectedGenre == '1': #User selected 'Simple'
|
for g in EPgenre:
|
if g != "Comedy":
|
genreList.append(g)
|
if not set(['movie', 'Movie','Movies','movies']).isdisjoint(genreList):
|
genreList.insert(0, "Movie / Drama")
|
if not set(['News']).isdisjoint(genreList):
|
genreList.insert(0, "News / Current affairs")
|
if not set(['Game show']).isdisjoint(genreList):
|
genreList.insert(0, "Game show / Quiz / Contest")
|
if not set(['Law']).isdisjoint(genreList):
|
genreList.insert(0, "Show / Game show")
|
if not set(['Art','Culture']).isdisjoint(genreList):
|
genreList.insert(0, "Arts / Culture (without music)")
|
if not set(['Entertainment']).isdisjoint(genreList):
|
genreList.insert(0, "Popular culture / Traditional Arts")
|
if not set(['Politics', 'Social', 'Public affairs']).isdisjoint(genreList):
|
genreList.insert(0, "Social / Political issues / Economics")
|
if not set(['Education', 'Science']).isdisjoint(genreList):
|
genreList.insert(0, "Education / Science / Factual topics")
|
if not set(['How-to']).isdisjoint(genreList):
|
genreList.insert(0, "Leisure hobbies")
|
if not set(['Travel']).isdisjoint(genreList):
|
genreList.insert(0, "Tourism / Travel")
|
if not set(['Sitcom']).isdisjoint(genreList):
|
genreList.insert(0, "Variety show")
|
if not set(['Talk']).isdisjoint(genreList):
|
genreList.insert(0, "Talk show")
|
if not set(['Children']).isdisjoint(genreList):
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.