Two-stage reward allocation with decay for multi-agent coordinated behavior for sequential cooperative task by using deep reinforcement learning
Abstract We propose a two-stage reward allocation method with decay using an extension of replay memory to adapt this rewarding method for deep reinforcement learning (DRL), to generate coordinated behaviors for tasks GAME that can be completed by executing a few subtasks sequentially by heterogeneous agents.An independent learner in cooperative mu