Improving a Plan Library for Real-time Systems Using Nearly Orthogonal Latin Hypercube Sampling

Computing solutions to intractable planning problems is particularly problematic within real-time domains. One approach to this challenge includes off-line computation, such as precomputing a plan library. However, because complex domains preclude creating a comprehensive library, a system must choose a subset of all possible plans to include in the library… CONTINUE READING