论文标题
MDP具有连续过渡概率的MDP
MDPs with Setwise Continuous Transition Probabilities
论文作者
论文摘要
本文介绍了具有固定连续过渡概率的无限状态马尔可夫决策过程的最佳策略的结构。动作集可能是不兼容的。客观标准是预期的总折扣和未汇总的成本或单位时间平均成本。最佳方程式和不平等的分析基于本文介绍的INF-CORCACT函数的最佳选择定理。
This paper describes the structure of optimal policies for infinite-state Markov Decision Processes with setwise continuous transition probabilities. The action sets may be noncompact. The objective criteria are either the expected total discounted and undiscounted costs or average costs per unit time. The analysis of optimality equations and inequalities is based on the optimal selection theorem for inf-compact functions introduced in this paper.
