61 citations · 61 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Amortized Molecular Optimization via Group Relative Policy Optimization
Muhammad bin Javaid, Hasham Hussain, Ashima Khanna +5
In structurally constrained molecular optimization, state-of-the-art methods restart an expensive oracle-driven search from scratch for every new input structure, scaling poorly to…
quant-ph2019★ 61 cited
Optimal Control of Traffic Signals using Quantum Annealing
Hasham Hussain, Muhammad bin Javaid, Faisal Shah Khan +2
Quadratic unconstrained binary optimization (QUBO) is the mathematical formalism for phrasing and solving a class of optimization problems that are combinatorial in nature. Due to…