cognitive/Things/Simple_POMDP/Output/simulation_log.txt
Daniel Ari Friedman b4279401c2 Updates
2025-02-07 08:58:14 -08:00

324 строки
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Simulation Log
==============
Step 1:
State: High
Observation: Low
Action: Decrease
Variational FE: 1.557
Expected Free Energies:
Decrease: 0.047
Stay: -0.200
Increase: 0.052
Beliefs:
Low: 0.250
Medium: 0.170
High: 0.580
Step 2:
State: High
Observation: Low
Action: Increase
Variational FE: 1.561
Expected Free Energies:
Decrease: -0.112
Stay: -0.280
Increase: 0.031
Beliefs:
Low: 0.329
Medium: 0.087
High: 0.584
Step 3:
State: Medium
Observation: Medium
Action: Increase
Variational FE: 0.708
Expected Free Energies:
Decrease: -0.131
Stay: -0.230
Increase: 0.043
Beliefs:
Low: 0.413
Medium: 0.235
High: 0.351
Step 4:
State: High
Observation: Medium
Action: Decrease
Variational FE: 0.729
Expected Free Energies:
Decrease: 0.025
Stay: -0.153
Increase: 0.064
Beliefs:
Low: 0.317
Medium: 0.432
High: 0.252
Step 5:
State: Medium
Observation: Medium
Action: Increase
Variational FE: 0.702
Expected Free Energies:
Decrease: 0.090
Stay: -0.206
Increase: 0.051
Beliefs:
Low: 0.383
Medium: 0.432
High: 0.186
Step 6:
State: Medium
Observation: High
Action: Stay
Variational FE: 1.204
Expected Free Energies:
Decrease: 0.110
Stay: -0.158
Increase: 0.062
Beliefs:
Low: 0.263
Medium: 0.475
High: 0.262
Step 7:
State: High
Observation: Low
Action: Decrease
Variational FE: 1.465
Expected Free Energies:
Decrease: 0.090
Stay: -0.247
Increase: 0.042
Beliefs:
Low: 0.209
Medium: 0.240
High: 0.551
Step 8:
State: Low
Observation: Low
Action: Stay
Variational FE: 2.159
Expected Free Energies:
Decrease: -0.082
Stay: -0.306
Increase: 0.025
Beliefs:
Low: 0.270
Medium: 0.128
High: 0.601
Step 9:
State: High
Observation: Low
Action: Increase
Variational FE: 1.554
Expected Free Energies:
Decrease: -0.134
Stay: -0.269
Increase: 0.034
Beliefs:
Low: 0.338
Medium: 0.066
High: 0.595
Step 10:
State: Medium
Observation: High
Action: Stay
Variational FE: 1.244
Expected Free Energies:
Decrease: -0.143
Stay: -0.226
Increase: 0.044
Beliefs:
Low: 0.264
Medium: 0.310
High: 0.426
Step 11:
State: High
Observation: High
Action: Increase
Variational FE: 1.229
Expected Free Energies:
Decrease: 0.000
Stay: -0.255
Increase: 0.039
Beliefs:
Low: 0.282
Medium: 0.295
High: 0.424
Step 12:
State: High
Observation: Low
Action: Increase
Variational FE: 1.564
Expected Free Energies:
Decrease: -0.000
Stay: -0.242
Increase: 0.042
Beliefs:
Low: 0.336
Medium: 0.149
High: 0.515
Step 13:
State: Medium
Observation: Medium
Action: Stay
Variational FE: 0.547
Expected Free Energies:
Decrease: -0.075
Stay: -0.217
Increase: 0.047
Beliefs:
Low: 0.287
Medium: 0.424
High: 0.289
Step 14:
State: High
Observation: Medium
Action: Increase
Variational FE: 0.697
Expected Free Energies:
Decrease: 0.075
Stay: -0.229
Increase: 0.046
Beliefs:
Low: 0.370
Medium: 0.427
High: 0.203
Step 15:
State: Medium
Observation: High
Action: Stay
Variational FE: 1.205
Expected Free Energies:
Decrease: 0.105
Stay: -0.167
Increase: 0.060
Beliefs:
Low: 0.256
Medium: 0.476
High: 0.268
Step 16:
State: Low
Observation: Medium
Action: Increase
Variational FE: 0.692
Expected Free Energies:
Decrease: 0.088
Stay: -0.252
Increase: 0.041
Beliefs:
Low: 0.353
Medium: 0.456
High: 0.191
Step 17:
State: High
Observation: High
Action: Increase
Variational FE: 1.214
Expected Free Energies:
Decrease: 0.111
Stay: -0.178
Increase: 0.058
Beliefs:
Low: 0.312
Medium: 0.371
High: 0.316
Step 18:
State: High
Observation: Low
Action: Increase
Variational FE: 1.563
Expected Free Energies:
Decrease: 0.059
Stay: -0.213
Increase: 0.049
Beliefs:
Low: 0.344
Medium: 0.188
High: 0.468
Step 19:
State: Low
Observation: Medium
Action: Stay
Variational FE: 0.553
Expected Free Energies:
Decrease: -0.041
Stay: -0.206
Increase: 0.050
Beliefs:
Low: 0.289
Medium: 0.443
High: 0.267
Step 20:
State: Low
Observation: Medium
Action: Stay
Variational FE: 0.565
Expected Free Energies:
Decrease: 0.085
Stay: -0.227
Increase: 0.047
Beliefs:
Low: 0.233
Medium: 0.595
High: 0.172