An Improved DQN Algorithm for Identifying Complex Reward Functions Using Multi-stage Neural Network

An Improved DQN Algorithm for Identifying Complex Reward Functions Using Multi-stage Neural Network

碩士 === 國立成功大學 === 工程科學系 === 106

Bibliographic Details
Main Authors:	YUN-KAIWANG, 王雲楷
Other Authors:	Ting-Wei Hou
Format:	Others
Language:	en_US
Published:	2018
Online Access:	http://ndltd.ncl.edu.tw/handle/t993k4

Similar Items

Path Planning of Coastal Ships Based on Optimized DQN Reward Function
by: Siyu Guo, et al.
Published: (2021-02-01)

Flexible Transmission Network Expansion Planning Based on DQN Algorithm
by: Yuhong Wang, et al.
Published: (2021-04-01)

A DQN-Based Reinforcement Learning Model for Neural Network Architecture Search
by: Tzu-Han Tsai, et al.
Published: (2019)

Multi-robot path planning based on a deep reinforcement learning DQN algorithm
by: Yang Yang, et al.
Published: (2020-06-01)

Test Method for Decision Planning of Autonomous Vehicles Based on DQN Algorithm
by: Chen Hong Yun, et al.
Published: (2021-01-01)

Path Planning via an Improved DQN-Based Learning Policy
by: Liangheng Lv, et al.
Published: (2019-01-01)

Cooperative Spectrum Sensing using DQN in CRN
by: M. Moneesh, et al.
Published: (2021-07-01)

DQN-based energy-efficient routing algorithm in software-defined data centers
by: Zan Yao, et al.
Published: (2020-06-01)

Selectivity Enhancement in Electronic Nose Based on an Optimized DQN
by: Yu Wang, et al.
Published: (2017-10-01)

Spectrum Handoff Based on DQN Predictive Decision for Hybrid Cognitive Radio Networks
by: Kaitian Cao, et al.
Published: (2020-02-01)

Power Control for Cognitive Users of Perception Layer in Complex Industrial CPS Based on DQN
by: Xiaoming Zhang, et al.
Published: (2021-01-01)

Research and Implementation of Intelligent Decision Based on a Priori Knowledge and DQN Algorithms in Wargame Environment
by: Yuxiang Sun, et al.
Published: (2020-10-01)

Application of Dueling DQN and DECGA for Parameter Estimation in Variogram Models
by: Yu Liu, et al.
Published: (2020-01-01)

DDoS Traffic Control Using Transfer Learning DQN With Structure Information
by: Shi-Ming Xia, et al.
Published: (2019-01-01)

Synthetic Experiences for Accelerating DQN Performance in Discrete Non-Deterministic Environments
by: Wenzel Pilar von Pilchau, et al.
Published: (2021-07-01)

Research on Adaptive Job Shop Scheduling Problems Based on Dueling Double DQN
by: Bao-An Han, et al.
Published: (2020-01-01)

A Reward-based Algorithm for Hyperparameter Optimization of Neural Networks
by: Larsson, Olov
Published: (2020)

DQN Tackling the Game of Candy Crush Friends Saga : A Reinforcement Learning Approach
by: Karnsund, Alice
Published: (2019)

Training a Test Agent to Increase Code Coverage Based on DQN for Web Applications
by: HO, WEI-HANG, et al.
Published: (2019)

Joint Demand Forecasting and DQN-Based Control for Energy-Aware Mobile Traffic Offloading
by: Chih-Wei Huang, et al.
Published: (2020-01-01)

DQN Inspired Joint Computing and Caching Resource Allocation Approach for Software Defined Information-Centric Internet of Things Network
by: Fangmin Xu, et al.
Published: (2019-01-01)

Neuronal-Plasticity and Reward-Propagation Improved Recurrent Spiking Neural Networks
by: Shuncheng Jia, et al.
Published: (2021-03-01)

DeNERT-KG: Named Entity and Relation Extraction Model Using DQN, Knowledge Graph, and BERT
by: SungMin Yang, et al.
Published: (2020-09-01)

Controlling a Hydraulic System using Reinforcement Learning : Implementation and validation of a DQN-agent on a hydraulic Multi-Chamber cylinder system
by: Berglund, David, et al.
Published: (2021)

Components of the Neural Valuation Network of Monetary Rewards
by: Kanayet, Frank Joseph
Published: (2012)

Linking changes in performance for brain stimulation reward to stages of neural processing
by: Mullett, Ada
Published: (2005)

A Novel Multi-Indicator Evaluation Algorithm for Identifying the Important Nodes in Complex Networks
by: Fang Hu, et al.
Published: (2015-12-01)

At what stage of neural processing does cocaine act to boost pursuit of rewards?
by: Giovanni Hernandez, et al.
Published: (2010-11-01)

Improving Scan Chain Diagnostic Accuracy Using Multi-Stage Artificial Neural Networks
by: Lee, Shih-Wei, et al.
Published: (2019)

Individual Differences in Neural Reward and Threat Processing: Identifying Pathways of Risk and Resilience for Psychopathology
by: Nikolova, Yuliya
Published: (2014)

Adaptively extendable multi-stage spiking neural network
by: Kwi Seob Um, et al.
Published: (2021-03-01)

Summation characteristics of the neural network subserving self-stimulation reward
by: Mason, Patrick Alan.
Published: (1984)

Punishment and the neural mechanism of reward.
by: Hansen, Eric Louis
Published: (1972)

Coarse-to-Fine Two-Stage Convolutional Neural Network Algorithm
by: ZHANG Mengqian, ZHANG Li
Published: (2021-08-01)

Application of Radial Basis Function Neural Network combined with Genetic Algorithms for river stage prediction
by: Yun Ji, et al.
Published: (2013)

Artificial neural network cascade identifies multi-P450 inhibitors in natural compounds
by: Zhangming Li, et al.
Published: (2015-12-01)

Face Alignment Algorithm Based on an Improved Cascaded Convolutional Neural Network
by: Xun Duan, et al.
Published: (2021-01-01)

Improved spikeprop algorithm for neural network learning
by: Ahmed, Falah Y. H.
Published: (2013)

Multi-Source Deep Transfer Neural Network Algorithm
by: Jingmei Li, et al.
Published: (2019-09-01)

Multi-objective evolutionary algorithms of spiking neural networks
by: Saleh, Abdulrazak Yahya
Published: (2015)