There are many practical planning situations in which planners may need information from external sources during the planning process. We describe the following: T.C. Au, D. Nau, a...
— To generate plans for collecting data for data mining, an important problem is information volatility during planning: the information needed by the planning system may change ...
In many real-world planning environments, some of the information about the world is both external (the planner must request it from external information sources) and volatile (it ...
— Randomly expanding trees are very effective in exploring high-dimensional spaces. Consequently, they are a powerful algorithmic approach to sampling-based single-query motion p...
Current efficient planners employ an informed search guided by a heuristic function that is quite expensive to compute. Thus, ordering nodes in the search tree becomes a key issue,...