M. Aydın

Deep Reinforcement Learning on Item-Compatibility Graphs for One-Dimensional Bin Packing

The one-dimensional bin packing problem (1D-BPP) is a classical NP-hard combinatorial optimization problem with applications ranging from logistics and manufacturing to cloud resource management. Although deep reinforcement learning (DRL) has become a competitive paradigm for data-driven optimization, most learned pack...