Adaptive Parameter Selection in Evolutionary Algorithms by Reinforcement Learning with Dynamic Discretization of Parameter Range

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion - GECCO '16 Companion ◽

10.1145/2908961.2908998 ◽

2016 ◽

Author(s):

Arkady Rost ◽

Irina Petrova ◽

Arina Buzdalova

Keyword(s):

Reinforcement Learning ◽

Evolutionary Algorithms ◽

Parameter Selection ◽

Parameter Range ◽

Adaptive Parameter

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Advice-Exchange Between Evolutionary Algorithms and Reinforcement Learning Agents: Experiments in the Pursuit Domain

Adaptive Agents and Multi-Agent Systems II - Lecture Notes in Computer Science ◽

10.1007/978-3-540-32274-0_12 ◽

2005 ◽

pp. 185-204 ◽

Author(s):

Luís Nunes ◽

Eugénio Oliveira

Keyword(s):

Reinforcement Learning ◽

Evolutionary Algorithms ◽

Learning Agents

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Fast linearized alternating direction minimization algorithm with adaptive parameter selection for multiplicative noise removal

Journal of Computational and Applied Mathematics ◽

10.1016/j.cam.2013.08.012 ◽

2014 ◽

Vol 257 ◽

pp. 29-45 ◽

Author(s):

Dai-Qiang Chen ◽

Li-Zhi Cheng

Keyword(s):

Multiplicative Noise ◽

Noise Removal ◽

Parameter Selection ◽

Minimization Algorithm ◽

Adaptive Parameter ◽

Alternating Direction ◽

Multiplicative Noise Removal ◽

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Nonlocal image denoising using edge-based similarity metric and adaptive parameter selection

Science China Information Sciences ◽

10.1007/s11432-017-9207-9 ◽

2018 ◽

Vol 61 (4) ◽

Author(s):

Linwei Fan ◽

Xuemei Li ◽

Qiang Guo ◽

Caiming Zhang

Keyword(s):

Image Denoising ◽

Parameter Selection ◽

Similarity Metric ◽

Adaptive Parameter ◽

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Adaptive parameter selection for weighted-TV image reconstruction problems

Journal of Physics Conference Series ◽

10.1088/1742-6596/1476/1/012003 ◽

2020 ◽

Vol 1476 ◽

pp. 012003

Author(s):

Luca Calatroni ◽

Alessandro Lanza ◽

Monica Pragliola ◽

Fiorella Sgallari

Keyword(s):

Image Reconstruction ◽

Parameter Selection ◽

Adaptive Parameter ◽

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Adaptive parameter control of evolutionary algorithms to improve quality-time trade-off

Applied Soft Computing ◽

10.1016/j.asoc.2008.07.001 ◽

2009 ◽

Vol 9 (2) ◽

pp. 527-540 ◽

Author(s):

Sandip Aine ◽

Rajeev Kumar ◽

P.P. Chakrabarti

Keyword(s):

Evolutionary Algorithms ◽

Parameter Control ◽

Improve Quality ◽

Trade Off ◽

Adaptive Parameter ◽

Adaptive Parameter Control

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Active exploration for robot parameter selection in episodic reinforcement learning

2011 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL) ◽

10.1109/adprl.2011.5967378 ◽

2011 ◽

Author(s):

Oliver Kroemer ◽

Jan Peters

Keyword(s):

Reinforcement Learning ◽

Parameter Selection ◽

Active Exploration

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Evolutionary algorithms and reinforcement learning in experiments with slot cars

2013 International Conference on Process Control (PC) ◽

10.1109/pc.2013.6581401 ◽

2013 ◽

Author(s):

Dan Martinec ◽

Marek Bundzel

Keyword(s):

Reinforcement Learning ◽

Evolutionary Algorithms

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Adaptive Parameter Selection for Strategy Adaptation in Differential Evolution for Continuous Optimization

Journal of Computers ◽

10.4304/jcp.7.3.672-679 ◽

2012 ◽

Vol 7 (3) ◽

Author(s):

Wenyin Gong ◽

Zhihua Cai

Keyword(s):

Differential Evolution ◽

Continuous Optimization ◽

Parameter Selection ◽

Strategy Adaptation ◽

Adaptive Parameter ◽

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Just-in-Time Kernel Learning with Adaptive Parameter Selection for Soft Sensor Modeling of Batch Processes

Industrial & Engineering Chemistry Research ◽

10.1021/ie201650u ◽

2012 ◽

Vol 51 (11) ◽

pp. 4313-4327 ◽

Author(s):

Yi Liu ◽

Zengliang Gao ◽

Ping Li ◽

Haiqing Wang

Keyword(s):

Soft Sensor ◽

Parameter Selection ◽

Batch Processes ◽

Kernel Learning ◽

Just In Time ◽

Adaptive Parameter ◽

Selection For ◽

Sensor Modeling

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Adaptive parameter selection for asynchronous intrafascicular multi-electrode stimulation

2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

10.1109/icassp.2012.6287993 ◽

2012 ◽

Author(s):

Mitchell A. Frankel ◽

Gregory A. Clark ◽

Sanford G. Meek ◽

Richard A. Normann ◽

V. John Mathews

Keyword(s):

Parameter Selection ◽

Adaptive Parameter ◽

Selection For ◽

Electrode Stimulation

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