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Filtering by: Committee Member Tadepalli, Prasad Date issued sim 2015-06-08

OME : A Framework for Running Spatially Explicit System Dynamics Models

Creator:

Wingo, Patrick C.

Abstract:

The Open Modeling Environment (OME) is a tool developed to address some known shortcomings in ecological System Dynamics (SD) modeling research. OME provides a common set of methods for interacting directly with spatial information, reducing the need for modelers to create their own methods for doing so. The environment is...

Resource Type:

Masters Thesis
Evaluation of Parallel Monte Carlo Tree Search Algorithms in Python

Creator:

Jothi, Shankar

Abstract:

Monte-Carlo Tree Search (MCTS) is an online-planning algorithm for decision-theoretic planning in domains with stochastic and combinatorial structure. The general applicability of MCTS makes it an ideal first choice to investigate when developing planners for complex applications requiring automated control and planning. The first contribution of this thesis is to...

Resource Type:

Masters Thesis