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01/15/2020
Deep Residual Flow for Novelty Detection
The effective application of neural networks in the real-world relies on...
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06/12/2019
Sub-Goal Trees -- a Framework for Goal-Directed Trajectory Prediction and Optimization
Many AI problems, in robotics and other domains, are goal-directed, esse...
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10/08/2018
Internet Congestion Control via Deep Reinforcement Learning
We present and investigate a novel and timely application domain for dee...
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05/20/2018
Safe Policy Learning from Observations
In this paper, we consider the problem of learning a policy by observing...
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06/07/2017
Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments
We explore deep reinforcement learning methods for multi-agent domains. ...
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02/09/2016
