Search
"Search is a problem-solving technique that systematically explores a space of problem states, i.e., successive and alternative stages in the problem-solving process. Examples of problem states might include the different board configurations in a game or intermediate steps in a reasoning process. This space of alternative solutions is then searched to find an answer. Newell and Simon (1976) have argued that this is the essential basis of human problem solving. Indeed, when a chess player examines the effects of different moves or a doctor considers a number of alternative diagnoses, they are searching among alternatives."
– from Section 1.2 of Chapter One of George F. Luger's textbook, Artificial Intelligence: Structures and Strategies for Complex Problem Solving, 5th Edition (Addison-Wesley; 2005).
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A Proof of proposition
Neural Information Processing Systems
Let's assume we apply a random CCW torsion rotation of angle We detail here the formulae used in section section 2.4. Similar to AlphaFold [Senior et al., 2020], we fit distances using normal distributions and angles Such cases require a special treatment. So far, we haven't tackled the following difficulty: Examples are hydrogen groups as in Figure 1. We propose a new loss function based on eq. The EMD computation cannot be parallelized in mini-batches in the current version of the library, but everything else is batch-parallelizable in our model (e.g., The training stage happens without assembling the full conformer.
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