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Skip to Search Results- 2Abdi Oskouie, Mina
- 2Birkbeck, Neil Aylon Charles
- 2Cai, Zhipeng
- 2Chen, Jiyang
- 2Chowdhury, Md Solimul
- 2Chubak, Pirooz
- 74Machine Learning
- 70Reinforcement Learning
- 41Artificial Intelligence
- 36Machine learning
- 22Natural Language Processing
- 22Reinforcement learning
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Spring 2011
Serrano Suarez, Diego Fernando
Social network sites are becoming increasingly popular and useful as well as relevant means for serious social research. However, despite their user appeal and wide adoption, the current generation of sites are hard to query and explore, offering limited views of local network neighbourhoods....
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Fall 2022
Gutierrez Gutierrez, Candelario A.
Social media platforms are online public venues where conversations about a wide range of public interests take place. Users can interact within a social platform in two ways: (i) they can post an opinion, talk about an event, or share a personal status, optionally accompanied with a video, an...
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Spring 2017
Co-embedding is the process of mapping elements from multiple sets into a common latent space, which can be exploited to infer element-wise associations by considering the geometric proximity of their embeddings. Such an approach underlies the state of the art for link prediction, relation...
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Fall 2020
For artificially intelligent learning systems to be deployed widely in real-world settings, it is important that they be able to operate decentrally. Unfortunately, decentralized control is challenging. Even finding approximately optimal joint policies of decentralized partially observable Markov...
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Fall 2011
Multi-agent pathfinding problems involve finding plans for agents that must travel from their start locations to their targets without colliding. Recent work produced a number of algorithms to solve the problem as well as an ample supply of related theory. This work is based on a related work...
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Solving the LP Relaxation of Distance-Constrained Vehicle Routing Problem Using Column Generation
DownloadFall 2020
The distance-constrained vehicle routing problem (DVRP) is one of the less studied variants of vehicle routing problems. Here, the objective is to deliver packages from a depot to clients with as few delivery vehicles as possible within a given time frame. In this thesis, we tackle larger...
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Solving Witness-type Triangle Puzzles Faster with an Automatically Learned Human-Explainable Predicate
DownloadFall 2023
The Witness is a game with difficult combinatorial puzzles that are challenging for both human players and artificial intelligence based solvers. Indeed, the number of candidate solution paths to the largest puzzle considered in this thesis is on the order of 10^(15) and search-based solvers can...
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Fall 2021
The ongoing COVID-19 pandemic is impacting the lives of billions of people worldwide as well as the medical and socioeconomic systems. The genomic variability of this virus makes it capable of being prevalent in humans around the world for a long time and migrating from one place to another. It...