Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In many practical situations the discount factor for future rewards and costs is not known precisely. In the modeling of such situations, this is often reflected in a dependence of the optimum policy on the discount factor.  discuss this dependence of the optimum policy on discount factor for the class of finite-state, time-invariant, Markov models. A procedure is developed for finding the value of the discount factor for which  are indifferent beten two policies. This is then extended to a discussion of how  can find the complete description of the optimum policy regions over any range of the discount factor. Two examples are presented.
['Richard D. Smallwood']
I am writing a research paper on a idea Optimum Policy Regions for Markov Processes with Discounting
[{"from": "human", "value": "I am writing a research paper on a idea Optimum Policy Regions for Markov Processes with Discounting"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In many practical situations the discount factor for future rewards and costs is not known precisely. In the modeling of such situations, this is often reflected in a dependence of the optimum policy on the discount factor.  discuss this dependence of the optimum policy on discount factor for the class of finite-state, time-invariant, Markov models. A procedure is developed for finding the value of the discount factor for which  are indifferent beten two policies. This is then extended to a discussion of how  can find the complete description of the optimum policy regions over any range of the discount factor. Two examples are presented."}]