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08/25/2023
On the Depth between Beam Search and Exhaustive Search for Text Generation
Beam search and exhaustive search are two extreme ends of text decoding ...
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04/27/2023
Blind Signal Separation for Fast Ultrasound Computed Tomography
Breast cancer is the most prevalent cancer with a high mortality rate in...
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01/15/2020
Lipschitz Lifelong Reinforcement Learning
We consider the problem of knowledge transfer when an agent is facing a ...
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03/02/2019
Discovering Options for Exploration by Minimizing Cover Time
One of the main challenges in reinforcement learning is solving tasks wi...
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10/16/2018
Finding Options that Minimize Planning Time
While adding temporally abstract actions, or options, to an agent's acti...
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05/18/2018
AlphaX: eXploring Neural Architectures with Deep Neural Networks and Monte Carlo Tree Search
We present AlphaX, a fully automated agent that designs complex neural a...
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08/16/2017
A Survey of Parallel A*
A* is a best-first search algorithm for finding optimal-cost paths in gr...
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06/10/2017