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The NeurIPS '18 Competition: From Machine Learning to Intelligent Conversations

Edited by Sergio Escalera, Edited by Ralf Herbrich

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normal price: R 2,386.95

Price: R 2,147.95

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| book description |

This volume presents the results of the Neural Information Processing Systems Competition trackÂ at the 2018 NeurIPS conference.Â The competition follows the same format as the 2017 competition track for NIPS. Out of 21 submitted proposals, eight competitionÂ proposals were selected, spanning the area of Robotics, Health, Computer Vision, NaturalÂ Language Processing, Systems and Physics.Â Competitions have become an integral part of advancing state-of-the-art in artificial intelligence (AI). They exhibit one important difference toÂ benchmarks: Competitions test a system end-to-end rather than evaluatingÂ only a single component; they assess the practicability of an algorithmic solutionÂ in addition to assessing feasibility. The eight run competitions aim at advancing the state of the art in deep reinforcement learning, adversarial learning, and auto machine learning, among others, including new applications for intelligent agents in gaming and conversational settings, energy physics, and prosthetics.Â