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06/24/2020
Reducing Overestimation Bias by Increasing Representation Dissimilarity in Ensemble Based Deep Q-Learning
The first deep RL algorithm, DQN, was limited by the overestimation bias...
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06/04/2020
Automatic Feature Extraction, Categorization and Detection of Malicious Code in Android Applications
Since Android has become a popular software platform for mobile devices ...
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03/24/2020
Multi-Agent Reinforcement Learning for Problems with Combined Individual and Team Reward
Many cooperative multi-agent problems require agents to learn individual...
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08/24/2019
Universal Policies to Learn Them All
We explore a collaborative and cooperative multi-agent reinforcement lea...
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01/28/2019
Designing a Multi-Objective Reward Function for Creating Teams of Robotic Bodyguards Using Deep Reinforcement Learning
We are considering a scenario where a team of bodyguard robots provides ...
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01/28/2019
The Emergence of Complex Bodyguard Behavior Through Multi-Agent Reinforcement Learning
In this paper we are considering a scenario where a team of robot bodygu...
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09/12/2018