Search Results for author: Yuanlong Li

Found 5 papers, 1 papers with code

Deep Explainable Learning with Graph Based Data Assessing and Rule Reasoning

no code implementations9 Nov 2022 Yuanlong Li, Gaopan Huang, Min Zhou, Chuan Fu, Honglin Qiao, Yan He

Learning an explainable classifier often results in low accuracy model or ends up with a huge rule set, while learning a deep model is usually more capable of handling noisy data at scale, but with the cost of hard to explain the result and weak at generalization.

Event-triggered Consensus of Matrix-weighted Networks Subject to Actuator Saturation

no code implementations26 Oct 2021 Lulu Pan, Haibin Shao, Yuanlong Li, Dewei Li, Yugeng Xi

The Zeno phenomenon can be excluded for both cases under the proposed coordination strategy.

Intelligent Trainer for Model-Based Reinforcement Learning

1 code implementation24 May 2018 Yuanlong Li, Linsen Dong, Xin Zhou, Yonggang Wen, Kyle Guan

Model-based reinforcement learning (MBRL) has been proposed as a promising alternative solution to tackle the high sampling cost challenge in the canonical reinforcement learning (RL), by leveraging a learned model to generate synthesized data for policy training purpose.

Model-based Reinforcement Learning OpenAI Gym +2

Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning

no code implementations15 Sep 2017 Yuanlong Li, Yonggang Wen, Kyle Guan, DaCheng Tao

Specifically, we propose an end-to-end cooling control algorithm (CCA) that is based on the actor-critic framework and an off-policy offline version of the deep deterministic policy gradient (DDPG) algorithm.

Management reinforcement-learning +1

Power Data Classification: A Hybrid of a Novel Local Time Warping and LSTM

no code implementations15 Aug 2016 Yuanlong Li, Han Hu, Yonggang Wen, Jun Zhang

Finally, using the power consumption data from a real data center, we show that the proposed LTW can improve the classification accuracy of DTW from about 84% to 90%.

Classification General Classification +2

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