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Armin Co
LearningEnvironment
Commits
e714c48a
Commit
e714c48a
authored
4 years ago
by
Armin Co
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Start sample agent
parent
0e1745c4
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2 changed files
environment_wrapper.py
+3
-3
3 additions, 3 deletions
environment_wrapper.py
main.py
+3
-0
3 additions, 0 deletions
main.py
with
6 additions
and
3 deletions
environment_wrapper.py
+
3
−
3
View file @
e714c48a
...
...
@@ -31,7 +31,7 @@ class Config:
if
self
.
force_cpu
:
os
.
environ
[
"
CUDA_DEVICE_ORDER
"
]
=
"
PCI_BUS_ID
"
os
.
environ
[
"
CUDA_VISIBLE_DEVICES
"
]
=
""
self
.
name
+
=
self
.
env_type
self
.
name
=
self
.
env_type
+
'
_
'
+
self
.
name
for
layer
in
self
.
net_layout
:
self
.
name
+=
'
_
'
+
str
(
layer
)
+
'
_
'
self
.
name
+=
str
(
self
.
eps_decay
)
+
'
_
'
...
...
@@ -91,7 +91,7 @@ def run(environment, agent, episodes, render=True, learn=True):
score_history
=
[]
avg_score_history
=
[]
pbar
=
trange
(
episodes
,
desc
=
agent
.
name
+
'
[act
ual
, av
erage
]: [0, 0]
'
,
unit
=
"
Episodes
"
)
pbar
=
trange
(
episodes
,
desc
=
agent
.
name
+
'
[act, av
g
]: [0, 0]
'
,
unit
=
"
Episodes
"
)
for
_
in
pbar
:
score
=
one_episode
(
environment
,
agent
,
render
,
learn
)
score_history
.
append
(
score
)
...
...
@@ -101,7 +101,7 @@ def run(environment, agent, episodes, render=True, learn=True):
if
is_solved
>
195
and
learn
:
break
desc
=
(
"
Score
[act
ual
, av
erage
]: [{0:.2f}, {1:.2f}]
"
.
format
(
score
,
is_solved
))
desc
=
(
agent
.
name
+
"
[act, av
g
]: [{0:.2f}, {1:.2f}]
"
.
format
(
score
,
is_solved
))
pbar
.
set_description
(
desc
)
pbar
.
refresh
()
return
score_history
,
avg_score_history
...
...
This diff is collapsed.
Click to expand it.
main.py
+
3
−
0
View file @
e714c48a
...
...
@@ -5,6 +5,7 @@ Run your desired environment and agent configuration.
import
os
import
atexit
import
gym
from
agents
import
QAgent
import
environment_wrapper
as
ew
...
...
@@ -47,7 +48,9 @@ def run(conf):
if
__name__
==
'
__main__
'
:
conf
=
ew
.
Config
()
conf
.
render
=
True
conf
.
env
=
gym
.
make
(
'
LunarLander-v2
'
)
conf
.
env_type
=
'
Lunar
'
conf
.
conf_to_name
()
conf
.
agent
=
QAgent
(
conf
)
run
(
conf
)
\ No newline at end of file
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