更新算法模版

This commit is contained in:
johnjim0816
2022-11-06 12:15:36 +08:00
parent 466a17707f
commit dc78698262
256 changed files with 17282 additions and 10229 deletions

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general_cfg:
algo_name: QLearning
device: cpu
env_name: Racetrack-v0
load_checkpoint: false
load_path: Train_CartPole-v1_DQN_20221026-054757
max_steps: 200
mode: train
save_fig: true
seed: 10
show_fig: false
test_eps: 20
train_eps: 400
algo_cfg:
epsilon_decay: 300
epsilon_end: 0.01
epsilon_start: 0.95
gamma: 0.9
lr: 0.1

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2022-10-30 01:48:33 - r - INFO: - n_states: 4, n_actions: 9
2022-10-30 01:48:33 - r - INFO: - Start training!
2022-10-30 01:48:33 - r - INFO: - Env: Racetrack-v0, Algorithm: QLearning, Device: cpu
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2022-10-30 01:48:38 - r - INFO: - Episode: 400/400, Reward: -13.00: Epislon: 0.010
2022-10-30 01:48:38 - r - INFO: - Finish training!

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episodes,rewards,steps
0,-850,200
1,-780,200
2,-730,200
3,-650,200
4,-540,200
5,-640,200
6,-570,200
7,-570,200
8,-550,200
9,-550,200
10,-580,200
11,-530,200
12,-580,200
13,-570,200
14,-550,200
15,-560,200
16,-550,200
17,-580,200
18,-520,200
19,-490,200
20,-480,200
21,-540,200
22,-550,200
23,-560,200
24,-510,200
25,-520,200
26,-480,200
27,-520,200
28,-480,200
29,-470,200
30,-540,200
31,-540,200
32,-470,200
33,-540,200
34,-490,200
35,-530,200
36,-520,200
37,-510,200
38,-520,200
39,-510,200
40,-480,200
41,-510,200
42,-470,200
43,-490,200
44,-490,200
45,-490,200
46,-520,200
47,-530,200
48,-510,200
49,-460,200
50,-500,200
51,-470,200
52,-520,200
53,-490,200
54,-500,200
55,-460,200
56,-490,200
57,-510,200
58,-460,200
59,-530,200
60,-440,200
61,-510,200
62,-520,200
63,-510,200
64,-460,200
65,-344,154
66,-500,200
67,-490,200
68,-490,200
69,-440,200
70,-77,47
71,-198,88
72,-440,200
73,-480,200
74,-354,154
75,-470,200
76,-480,200
77,-38,28
78,-460,200
79,-480,200
80,-490,200
81,-140,70
82,-102,52
83,-265,125
84,-145,75
85,-460,200
86,-500,200
87,-470,200
88,-325,155
89,-470,200
90,-376,156
91,-98,58
92,-130,70
93,-450,200
94,-146,66
95,2,8
96,-18,18
97,-102,52
98,-163,73
99,-209,89
100,-460,200
101,-286,126
102,-189,89
103,-50,30
104,-398,168
105,-72,32
106,-450,200
107,-125,65
108,4,6
109,-161,71
110,-408,178
111,-440,200
112,-188,78
113,-114,64
114,-415,185
115,-159,69
116,-234,104
117,-31,21
118,3,7
119,4,6
120,-63,33
121,5,5
122,-47,27
123,-16,16
124,-49,29
125,-87,47
126,-2,12
127,-26,16
128,-238,108
129,-18,18
130,-235,105
131,-13,13
132,-135,65
133,-20,20
134,-46,26
135,-66,36
136,-45,25
137,-14,14
138,1,9
139,-106,56
140,-112,62
141,-47,27
142,1,9
143,-30,20
144,-147,77
145,5,5
146,-30,20
147,-167,77
148,1,9
149,-72,32
150,-44,24
151,-76,46
152,-63,33
153,-34,24
154,5,5
155,5,5
156,-26,16
157,-80,40
158,-168,78
159,-164,74
160,1,9
161,-19,19
162,-12,12
163,-44,24
164,-80,40
165,5,5
166,4,6
167,-29,19
168,-56,26
169,-47,27
170,-76,46
171,-13,13
172,-145,65
173,-28,18
174,-63,33
175,-106,56
176,3,7
177,-28,28
178,-60,30
179,-49,29
180,-52,32
181,-84,44
182,5,5
183,-55,35
184,-14,14
185,1,9
186,-39,19
187,-47,27
188,-13,13
189,-53,33
190,-50,30
191,-104,54
192,-253,113
193,-48,28
194,-190,90
195,-43,23
196,-35,25
197,0,10
198,5,5
199,-11,11
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201,-16,16
202,-99,49
203,-22,22
204,-170,80
205,-109,59
206,-48,28
207,-275,115
208,-49,29
209,-147,77
210,-51,31
211,-67,37
212,4,6
213,-17,17
214,3,7
215,-69,39
216,-218,88
217,-63,33
218,-11,11
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220,-32,22
221,-15,15
222,-26,16
223,-19,19
224,-148,78
225,-19,19
226,1,9
227,-49,29
228,5,5
229,3,7
230,-223,103
231,-14,14
232,4,6
233,5,5
234,2,8
235,5,5
236,4,6
237,3,7
238,3,7
239,4,6
240,-44,24
241,-10,10
242,2,8
243,-108,58
244,4,6
245,-27,17
246,3,7
247,5,5
248,5,5
249,3,7
250,-15,15
251,-28,28
252,-112,52
253,-39,29
254,4,6
255,-48,28
256,-149,69
257,-27,17
258,-33,23
259,-30,20
260,-29,19
261,4,6
262,4,6
263,3,7
264,3,7
265,4,6
266,5,5
267,-52,42
268,-53,33
269,-62,42
270,5,5
271,4,6
272,4,6
273,-10,10
274,-8,8
275,-30,20
276,-25,15
277,-45,35
278,-48,28
279,-15,15
280,4,6
281,-14,14
282,-26,16
283,-116,56
284,5,5
285,-14,14
286,-42,22
287,3,7
288,-31,21
289,4,6
290,-25,25
291,5,5
292,-43,23
293,-21,21
294,-33,23
295,-12,12
296,-28,18
297,3,7
298,0,10
299,4,6
300,-6,16
301,4,6
302,2,8
303,-12,12
304,4,6
305,-77,47
306,5,5
307,-32,22
308,5,5
309,-12,12
310,-36,26
311,4,6
312,4,6
313,-34,24
314,4,6
315,-21,21
316,-48,28
317,4,6
318,5,5
319,-25,15
320,4,6
321,-14,14
322,-135,65
323,3,7
324,5,5
325,4,6
326,3,7
327,-11,11
328,3,7
329,-11,11
330,3,7
331,4,6
332,3,7
333,5,5
334,-12,12
335,-22,22
336,-16,16
337,-17,17
338,-14,14
339,3,7
340,5,5
341,-15,15
342,-13,13
343,4,6
344,-90,40
345,3,7
346,3,7
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348,-87,47
349,-22,22
350,5,5
351,-12,12
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353,4,6
354,-113,53
355,3,7
356,3,7
357,-13,13
358,-15,15
359,-14,14
360,2,8
361,-15,15
362,-63,33
363,-14,14
364,-15,15
365,3,7
366,3,7
367,4,6
368,4,6
369,4,6
370,3,7
371,-13,13
372,-12,12
373,-30,20
374,3,7
375,2,8
376,-13,13
377,5,5
378,-31,21
379,3,7
380,2,8
381,4,6
382,4,6
383,-84,44
384,3,7
385,-27,17
386,4,6
387,4,6
388,4,6
389,2,8
390,2,8
391,3,7
392,4,6
393,4,6
394,-18,18
395,-13,13
396,-41,31
397,5,5
398,-41,31
399,-13,13
1 episodes rewards steps
2 0 -850 200
3 1 -780 200
4 2 -730 200
5 3 -650 200
6 4 -540 200
7 5 -640 200
8 6 -570 200
9 7 -570 200
10 8 -550 200
11 9 -550 200
12 10 -580 200
13 11 -530 200
14 12 -580 200
15 13 -570 200
16 14 -550 200
17 15 -560 200
18 16 -550 200
19 17 -580 200
20 18 -520 200
21 19 -490 200
22 20 -480 200
23 21 -540 200
24 22 -550 200
25 23 -560 200
26 24 -510 200
27 25 -520 200
28 26 -480 200
29 27 -520 200
30 28 -480 200
31 29 -470 200
32 30 -540 200
33 31 -540 200
34 32 -470 200
35 33 -540 200
36 34 -490 200
37 35 -530 200
38 36 -520 200
39 37 -510 200
40 38 -520 200
41 39 -510 200
42 40 -480 200
43 41 -510 200
44 42 -470 200
45 43 -490 200
46 44 -490 200
47 45 -490 200
48 46 -520 200
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52 50 -500 200
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54 52 -520 200
55 53 -490 200
56 54 -500 200
57 55 -460 200
58 56 -490 200
59 57 -510 200
60 58 -460 200
61 59 -530 200
62 60 -440 200
63 61 -510 200
64 62 -520 200
65 63 -510 200
66 64 -460 200
67 65 -344 154
68 66 -500 200
69 67 -490 200
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71 69 -440 200
72 70 -77 47
73 71 -198 88
74 72 -440 200
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76 74 -354 154
77 75 -470 200
78 76 -480 200
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80 78 -460 200
81 79 -480 200
82 80 -490 200
83 81 -140 70
84 82 -102 52
85 83 -265 125
86 84 -145 75
87 85 -460 200
88 86 -500 200
89 87 -470 200
90 88 -325 155
91 89 -470 200
92 90 -376 156
93 91 -98 58
94 92 -130 70
95 93 -450 200
96 94 -146 66
97 95 2 8
98 96 -18 18
99 97 -102 52
100 98 -163 73
101 99 -209 89
102 100 -460 200
103 101 -286 126
104 102 -189 89
105 103 -50 30
106 104 -398 168
107 105 -72 32
108 106 -450 200
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110 108 4 6
111 109 -161 71
112 110 -408 178
113 111 -440 200
114 112 -188 78
115 113 -114 64
116 114 -415 185
117 115 -159 69
118 116 -234 104
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132 130 -235 105
133 131 -13 13
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136 134 -46 26
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139 137 -14 14
140 138 1 9
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142 140 -112 62
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313 311 4 6
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401 399 -13 13