A Graph Neural Network-Based QUBO-Formulated Hamiltonian-Inspired Loss Function for Combinatorial Optimization using Reinforcement Learning

no code implementations • 27 Nov 2023 • Redwan Ahmed Rizvee, Raheeb Hasan, Md. Mosaddek Khan

We formulate and empirically evaluate the compatibility of the QUBO-formulated Hamiltonian as the generic reward function in the RL-based paradigm in the form of rewards.

Combinatorial Optimization Reinforcement Learning (RL)