Initial commit: add project materials and code

2026-02-28 16:17:42 +08:00
commit 5efb877df7
198 changed files with 17541 additions and 0 deletions
@@ -0,0 +1,47 @@
+env:
+  bandwidth: 10000000.0
+  carrier_freq: 3.5
+  max_distance: 500
+  max_power: 1.0
+  min_distance: 50
+  min_rate_req: 500000.0
+  noise_psd: -174
+  num_semantic_users: 3
+  num_subcarriers: 64
+  num_traditional_users: 3
+  rho_max: 1.0
+  rho_min: 0.05
+  subcarrier_spacing: 156250.0
+  w1: 0.7
+  w2: 0.3
+network:
+  actor_hidden:
+  - 256
+  - 256
+  - 128
+  critic_hidden:
+  - 512
+  - 512
+  - 256
+reward:
+  comp_self: 0.8
+  comp_sys: 0.2
+  coop_other: 0.3
+  coop_self: 0.5
+  coop_sys: 0.2
+training:
+  actor_lr: 0.0001
+  batch_size: 256
+  beta: 5.0
+  buffer_capacity: 100000
+  critic_lr: 0.0003
+  gamma: 0.95
+  max_episodes: 3
+  max_steps: 10
+  ou_sigma_init: 0.2
+  ou_sigma_min: 0.01
+  ou_theta: 0.15
+  q_threshold: 0.6
+  seed: 42
+  tau: 0.01
+  update_interval: 5
@@ -0,0 +1,43 @@
+{
+  "episode_qoe_sys": [
+    0.9155535371015582,
+    0.9138688645096937,
+    0.9056880368178429
+  ],
+  "episode_qoe_semantic": [
+    0.8311070742031162,
+    0.8277377290193872,
+    0.8113760736356859
+  ],
+  "episode_qoe_traditional": [
+    1.0,
+    1.0,
+    1.0
+  ],
+  "episode_lambda": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "episode_fairness": [
+    0.9913232844941204,
+    0.9909702012153767,
+    0.9878097137456644
+  ],
+  "episode_rate_satisfaction": [
+    1.0,
+    1.0,
+    1.0
+  ],
+  "episode_reward_s": [
+    8.733303056523374,
+    8.708032967645405,
+    8.585320552267643
+  ],
+  "episode_reward_b": [
+    9.57776768550779,
+    9.569344322548467,
+    9.528440184089215
+  ],
+  "training_time": 0.008931398391723633
+}
@@ -0,0 +1,43 @@
+{
+  "episode_qoe_sys": [
+    0.8968791602798086,
+    0.862955282639947,
+    0.8855898874949111
+  ],
+  "episode_qoe_semantic": [
+    0.793758320559617,
+    0.7259105652798941,
+    0.7711797749898219
+  ],
+  "episode_qoe_traditional": [
+    1.0,
+    1.0,
+    1.0
+  ],
+  "episode_lambda": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "episode_fairness": [
+    0.9823216140378461,
+    0.9653094801712315,
+    0.977852788570174
+  ],
+  "episode_rate_satisfaction": [
+    1.0,
+    1.0,
+    1.0
+  ],
+  "episode_reward_s": [
+    8.968791602798085,
+    8.62955282639947,
+    8.85589887494911
+  ],
+  "episode_reward_b": [
+    8.968791602798085,
+    8.62955282639947,
+    8.85589887494911
+  ],
+  "training_time": 0.026282548904418945
+}