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检索条件"机构=Pattern Analysis and Machine Intelligence Group Department of Systems Design Engineering"
71 条 记 录,以下是21-30 订阅
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Opposition-Based Q(λ) with Non-Markovian Update
Opposition-Based Q(λ) with Non-Markovian Update
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IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning, (ADPRL)
作者: Maryam Shokri Hamid R. Tizhoosh Mohamed S. Kamel Pattern Analysis and Machine Intelligence Laboratory Department of Systems Design Engineering University of Waterloo ONT Canada Department of Electrical and Computer Engineering University of Waterloo ONT Canada
The OQ(λ) algorithm benefits from an extension of eligibility traces introduced as opposition trace. This new technique is a combination of the idea of opposition and eligibility traces to deal with large state space... 详细信息
来源: 评论
A Framework for Visual Position Estimation for Motor Vehicles
A Framework for Visual Position Estimation for Motor Vehicle...
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Workshop on Positioning, Navigation and Communication, WPNC
作者: Andrew Rae Otman Basir Pattern Analysis and Machine Intelligence (PAMI) Group Department of Electrical and Computer Engineering University of Waterloo Waterloo ONT Canada
This paper describes a general formulation for vehicle position estimation within a road network using visual features from a camera system and a priori knowledge in the form of Geographic Information System (GIS) dat... 详细信息
来源: 评论
Search Difficulty of Two-Connected Ring-based Topological Network designs
Search Difficulty of Two-Connected Ring-based Topological Ne...
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IEEE Symposium on Foundations of Computational intelligence, FOCI
作者: Beatrice Ombuki-Berman Mario Ventresca Computer Science Department Brock University Saint Catharines ONT Canada Pattern Analysis and Machine Intelligence (PAMI) laboratory in the Systems Design Engineering Department University of Waterloo Waterloo ONT Canada
Ring-based network design problems have many important applications, especially in the fields of logistics and telecommunications. This paper focuses on the recently proposed two-connected network with bounded rings p... 详细信息
来源: 评论
Improving Vehicle Positioning and Visual Feature Estimates through Mutual Constraint
Improving Vehicle Positioning and Visual Feature Estimates t...
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International Conference on Intelligent Transportation
作者: Andrew Rae Otman Basir Pattern Analysis and Machine Intelligence (PAMI) Research Group Department of Electrical and Computer Engineering University of Waterloo Waterloo ONT Canada Department of Electrical and Computer Engineering University of Waterloo Waterloo ONT Canada
An argument is presented that a two-way relationship between position and visual information can be utilized to improve estimates of vehicle position as well as the interpretation of the surrounding environment. Simul... 详细信息
来源: 评论
Improving the convergence of backpropagation by opposite transfer functions
Improving the convergence of backpropagation by opposite tra...
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IEEE International Joint Conference on Neural Network
作者: Ventresca, Mario Tizhoosh, Hamid R. Pattern Analysis and Machine Intelligence (PAMI) Laboratory Systems Design Engineering Department University of Waterloo Waterloo ON N2L 3G1 Canada
The backpropagation algorithm is a very, popular approach to learning in feed-forward multi-layer perceptron networks. However, in many scenarios the time required to adequately learn the task is considerable. Many ex... 详细信息
来源: 评论
Opposition-based Q(λ) algorithm
Opposition-based Q(λ) algorithm
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International Joint Conference on Neural Networks 2006, IJCNN '06
作者: Shokri, Maryam Tizhoosh, Hamid R. Kamel, Mohamed Pattern Analysis and Machine Intelligence Laboratory Department of Systems Design Engineering University of Waterloo 200 University Avenue West ON N2L 3G1 Canada Pattern Analysis and Machine Intelligence Laboratory Department of Electrical and Computer Engineering University of Waterloo 200 University Avenue West ON N2L 3G1 Canada
The problem of delayed reward in reinforcement learning is usually tackled by implementing the mechanism of eligibility traces. In this paper we introduce an extension of eligibility traces to solve one of the challen... 详细信息
来源: 评论
Modular-Based Classifier for Phoneme Recognition
Modular-Based Classifier for Phoneme Recognition
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IEEE International Symposium on Signal Processing and Information Technology (ISSPIT)
作者: Abbas Ahmadi Fakhri Karray Mohamed Kamel Systems Design Engineering Department Pattern Analysis and Machine Intelligence Laboratory Waterloo ONT Canada Electrical and Computer Engineering Department Pattern Analysis and Machine Intelligence Laboratory Waterloo ONT Canada
This paper proposes a modular-based classifier for the problem of phoneme recognition. This is carried out by the use of a two-level classification approach including, high and low levels. We propose a new concept cal... 详细信息
来源: 评论
Opposition-Based Q(λ) Algorithm
Opposition-Based Q(λ) Algorithm
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International Joint Conference on Neural Networks (IJCNN)
作者: M. Shokri H.R. Tizhoosh M. Kamel Pattern Analysis and Machine Intelligence Laboratory Department of Systems Design Engineering University of Waterloo ONT Canada Pattern Analysis and Machine Intelligence Laboratory Department of Electrical and Computer Engineering University of Waterloo ONT Canada
The problem of delayed reward in reinforcement learning is usually tackled by implementing the mechanism of eligibility traces. In this paper we introduce an extension of eligibility traces to solve one of the challen... 详细信息
来源: 评论
Improving the Convergence of Backpropagation by Opposite Transfer Functions
Improving the Convergence of Backpropagation by Opposite Tra...
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International Joint Conference on Neural Networks (IJCNN)
作者: M. Ventresca H.R. Tizhoosh Pattern Analysis and Machine Intelligence (PAMI) laboratory in the Systems Design Engineering Department University of Waterloo Waterloo ONT Canada
The backpropagation algorithm is a very popular approach to learning in feed-forward multi-layer perceptron networks. However, in many scenarios the time required to adequately learn the task is considerable. Many exi... 详细信息
来源: 评论
Search Space analysis of Recurrent Spiking and Continuous-time Neural Networks
Search Space Analysis of Recurrent Spiking and Continuous-ti...
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International Joint Conference on Neural Networks (IJCNN)
作者: M. Ventresca B. Ombuki Systems Design Engineering and member of the Pattern Analysis and Machine Intelligence Laboratory University of Waterloo Waterloo ONT Canada Department of Computing and Information Science University of Guelph Guelph ONT Canada Computer Science Department Brock University Saint Catharines ONT Canada
The problem of designing recurrent continuous-time and spiking neural networks is NP-Hard. A common practice is to utilize stochastic searches, such as evolutionary algorithms, to automatically construct acceptable ne... 详细信息
来源: 评论