A Dual-Agent Approach for Coordinated Task Offloading and Resource Allocation in MEC

Table 3

Network structure for DA-TD3.

Networks	Number	Network structure
Actor of agent 1	2	fc1 (state_dim, 256), relu; fc2 (256, 128), relu; fc3 (128, action_dim), sigmoid
Critic of agent 1	4	fc1 (state_action_dim, 256), relu; fc2 (256, 128), relu; fc3 (128, 1)
Actor of agent 2	2	fc1 (state_dim, 256), relu; fc2 (256, 128), relu; fc3 (128, action_dim), softmax
Critic of agent 2	4	fc1 (state_action_dim, 256), relu; fc2 (256, 128), relu; fc3 (128, 1)