Patent ID: 11876877
Assignee: THE UNITED STATES OF AMERICA, AS REPRESENTED BY THE SECRETARY OF THE NAVY
Field: Digital communication (Electrical engineering)
Classification: CPC H | IPC G  H

Claim 16:
17. The routing node of claim 15, wherein the deep reinforcement learning agent comprises a expectation (Eπ), a time interval (τ), a plurality of feasible policies (π), a set of feasible policies (Π), a discount factor (γ), a reward (r), a trajectory (s, a), an entropy of the actions H(π(·|s (τ) )), and a parameter controlling the level of surprise (α>0), wherein the deep reinforcement learning agent maximizes rewards according to a following equation:

r(τ+1)=Σd=1Dκd(C0wn,d(τ)Mn(τ)−C1 max{|vn,d(τ)|,k0Δn,d}−C2λn,d(τ)).