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05/23/2021
Cooperative Multi-Agent Path Finding: Beyond Path Planning and Collision Avoidance
We introduce the Cooperative Multi-Agent Path Finding (Co-MAPF) problem,...
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12/08/2019
ILS-SUMM: Iterated Local Search for Unsupervised Video Summarization
In recent years, there has been an increasing interest in building video...
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11/07/2016
Averaged-DQN: Variance Reduction and Stabilization for Deep Reinforcement Learning
Instability and variability of Deep Reinforcement Learning (DRL) algorit...
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12/23/2015
The Max K-Armed Bandit: PAC Lower Bounds and Efficient Algorithms
We consider the Max K-Armed Bandit problem, where a learning agent is fa...
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08/23/2015