本文分析了影响MAPG算法性能的原因,提出了一种将价值函数分解的思想引入Actor-Critic框架中的多智能体分解策略梯度算法(DOP)。基于这一设想,DOP支持有效的非在线学习,并解决了离散和连续动作空间中的集中-分散不匹配和信用分配问题。并且证明了DOP批评者有足够的代表性能力来保证收敛。此外,在星际争霸II微观管理基准和...
Another advantage of D3PG is that it is able to provide explicit interpretations of the final learned policy as well as the underlying dependencies among the joints of a learning robot.doi:10.1007/978-3-030-64096-5_4Yinzhao DongChao Yu...
Based on this forecasting result, our study can support decision-making for policy administration in tourism, especially at turning points in time. Figure 4. The reception of inbound tourists by cities and counties in Hainan province. Note: The area of the circle represents the reception of in...
In addition, transport policy will also influence people’s choice of transport modes. The travel pattern is the structure of the traffic mode formed under the specific conditions of land layout, population density, economic level and social environment. This means a proportional distribution of the...