Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Multi-robots systems exploiting sensor network capabilities can be successfully employed to cope with several tasks, including coverage, surveillance, target tracking, and foraging, in partially known environments subject to dynamical changes.   define a reward collection problem, where both the positions and the values of the rewards change with time.  propose a distributed actor-critic method to solve the problem, establish its convergence, and demonstrate its adaptation capabilities. Our analysis leverages ideas from actor-critic methods and consensus algorithms.
['Paris Pennesi', 'Ioannis Ch. Paschalidis']
I am writing a research paper on a idea Solving sensor network coverage problems by distributed asynchronous actor-critic methods
[{"from": "human", "value": "I am writing a research paper on a idea Solving sensor network coverage problems by distributed asynchronous actor-critic methods"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Multi-robots systems exploiting sensor network capabilities can be successfully employed to cope with several tasks, including coverage, surveillance, target tracking, and foraging, in partially known environments subject to dynamical changes.   define a reward collection problem, where both the positions and the values of the rewards change with time.  propose a distributed actor-critic method to solve the problem, establish its convergence, and demonstrate its adaptation capabilities. Our analysis leverages ideas from actor-critic methods and consensus algorithms."}]