Volume 35, Issue 23

Search all Neural Computing and Applications articles

August 2023

Special Issue on Human-aligned reinforcement learning for autonomous agents and robots (pp.16689-16943)/ Regular papers (pp.16945-17441)

Issue Editors:

FRANCISCO CRUZ,
Thommen George Karimpanal,
Miguel A. Solis,
Pablo Barros,
Richard Dazeley

43 articles in this issue

Human-aligned reinforcement learning for autonomous agents and robots
Francisco Cruz
Thommen George Karimpanal
Richard Dazeley
Editorial 24 June 2023 Pages: 16689 - 16691
Part of 1 collection:

Special Issue on Human-aligned Reinforcement Learning for Autonomous Agents and Robots
Hierarchical goals contextualize local reward decomposition explanations
Finn Rietz
Sven Magg
Johannes A. Stork
S.I.: Human-aligned Reinforcement Learning for Autonomous Agents and Robots Open access 12 May 2022 Pages: 16693 - 16704
Part of 1 collection:

Special Issue on Human-aligned Reinforcement Learning for Autonomous Agents and Robots
A Huber reward function-driven deep reinforcement learning solution for cart-pole balancing problem
Shaili Mishra
Anuja Arora
S.I.: Human-aligned Reinforcement Learning for Autonomous Agents and Robots 30 July 2022 Pages: 16705 - 16722
Part of 1 collection:

Special Issue on Human-aligned Reinforcement Learning for Autonomous Agents and Robots
Proxemic behavior in navigation tasks using reinforcement learning
Cristian Millán-Arias
Bruno Fernandes
Francisco Cruz
S.I. : Human-aligned Reinforcement Learning for Autonomous Agents and Robots Open access 16 August 2022 Pages: 16723 - 16738
Part of 1 collection:

Special Issue on Human-aligned Reinforcement Learning for Autonomous Agents and Robots
Incorporating rivalry in reinforcement learning for a competitive game
Pablo Barros
Özge Nilay Yalçın
Alessandra Sciutti
S.I.: Human-aligned Reinforcement Learning for Autonomous Agents and Robots Open access 11 November 2022 Pages: 16739 - 16752
Part of 1 collection:

Special Issue on Human-aligned Reinforcement Learning for Autonomous Agents and Robots
Collaborative training of heterogeneous reinforcement learning agents in environments with sparse rewards: what and when to share?
Alain Andres
Esther Villar-Rodriguez
Javier Del Ser
S.I.: Human-aligned Reinforcement Learning for Autonomous Agents and Robots 16 September 2022 Pages: 16753 - 16780
Part of 1 collection:

Special Issue on Human-aligned Reinforcement Learning for Autonomous Agents and Robots
Policy regularization for legible behavior
Michele Persiani
Thomas Hellström
S.I.: Human-aligned Reinforcement Learning for Autonomous Agents and Robots Open access 26 October 2022 Pages: 16781 - 16790
Part of 1 collection:

Special Issue on Human-aligned Reinforcement Learning for Autonomous Agents and Robots
Example-guided learning of stochastic human driving policies using deep reinforcement learning
Ran Emuna
Rotem Duffney
Armin Biess
S.I.: Human-aligned Reinforcement Learning for Autonomous Agents and Robots 23 December 2022 Pages: 16791 - 16804
Part of 1 collection:

Special Issue on Human-aligned Reinforcement Learning for Autonomous Agents and Robots
Communicative capital: a key resource for human–machine shared agency and collaborative capacity
Kory W. Mathewson
Adam S. R. Parker
Patrick M. Pilarski
S.I : Human-aligned Reinforcement Learning for Autonomous Agents and Robots Open access 14 November 2022 Pages: 16805 - 16819
Part of 1 collection:

Special Issue on Human-aligned Reinforcement Learning for Autonomous Agents and Robots
Knowledge- and ambiguity-aware robot learning from corrective and evaluative feedback
Carlos Celemin
Jens Kober
S.I.: Human-aligned Reinforcement Learning for Autonomous Agents and Robots Open access 16 January 2023 Pages: 16821 - 16839
Part of 1 collection:

Special Issue on Human-aligned Reinforcement Learning for Autonomous Agents and Robots
Hu-bot: promoting the cooperation between humans and mobile robots
Karine Miras
Decebal Mocanu
A. E. Eiben
S.I.: Human-aligned Reinforcement Learning for Autonomous Agents and Robots Open access 13 January 2023 Pages: 16841 - 16852
Part of 1 collection:

Special Issue on Human-aligned Reinforcement Learning for Autonomous Agents and Robots
Q-learning as a model of utilitarianism in a human–machine team
Samantha Krening
S.I.: Human-aligned Reinforcement Learning for Autonomous Agents and Robots 02 December 2022 Pages: 16853 - 16864
Part of 1 collection:

Special Issue on Human-aligned Reinforcement Learning for Autonomous Agents and Robots
Who should I trust? Cautiously learning with unreliable experts
Tamlin Love
Ritesh Ajoodha
Benjamin Rosman
S.I.: Human-aligned Reinforcement Learning for Autonomous Agents and Robots 27 September 2022 Pages: 16865 - 16875
Part of 1 collection:

Special Issue on Human-aligned Reinforcement Learning for Autonomous Agents and Robots
RePReL: a unified framework for integrating relational planning and reinforcement learning for effective abstraction in discrete and continuous domains
Harsha Kokel
Sriraam Natarajan
Prasad Tadepalli
S.I.: Human-aligned Reinforcement Learning for Autonomous Agents and Robots 12 December 2022 Pages: 16877 - 16892
Part of 1 collection:

Special Issue on Human-aligned Reinforcement Learning for Autonomous Agents and Robots
Explainable reinforcement learning for broad-XAI: a conceptual framework and survey
Richard Dazeley
Peter Vamplew
Francisco Cruz
S.I.: Human-aligned Reinforcement Learning for Autonomous Agents and Robots Open access 06 March 2023 Pages: 16893 - 16916
Part of 1 collection:

Special Issue on Human-aligned Reinforcement Learning for Autonomous Agents and Robots
AI apology: interactive multi-objective reinforcement learning for human-aligned AI
Hadassah Harland
Richard Dazeley
Peter Vamplew
S.I. : Human-aligned Reinforcement Learning for Autonomous Agents and Robots Open access 22 April 2023 Pages: 16917 - 16930
Part of 1 collection:

Special Issue on Human-aligned Reinforcement Learning for Autonomous Agents and Robots
Quantifying the effect of feedback frequency in interactive reinforcement learning for robotic tasks
Daniel Harnack
Julie Pivin-Bachler
Nicolás Navarro-Guerrero
S.I.: Human-aligned Reinforcement Learning for Autonomous Agents and Robots Open access 05 December 2022 Pages: 16931 - 16943
Part of 1 collection:

Special Issue on Human-aligned Reinforcement Learning for Autonomous Agents and Robots
A survey on deep learning models for detection of COVID-19
Javad Mozaffari
Abdollah Amirkhani
Shahriar B. Shokouhi
Review 27 May 2023 Pages: 16945 - 16973
MMNet: a medical image-to-image translation network based on manifold-value correction and manifold matching
Xianhua Zeng
Biao Li
Xinyu Wang
Review 04 June 2023 Pages: 16975 - 16994
An intelligent identification and classification system for malicious uniform resource locators (URLs)
Qasem Abu Al-Haija
Mustafa Al-Fayoumi
Original Article 20 April 2023 Pages: 16995 - 17011
Multi-level membership inference attacks in federated Learning based on active GAN
Hao Sui
Xiaobing Sun
Wenjuan Li
Original Article 20 April 2023 Pages: 17013 - 17027
Time-series benchmarks based on frequency features for fair comparative evaluation
Zhou Wu
Ruiqi Jiang
Original Article 22 April 2023 Pages: 17029 - 17041
Stacked autoencoder with novel integrated activation functions for the diagnosis of autism spectrum disorder
Kaviya Elakkiya M
Dejey
Original Article 24 April 2023 Pages: 17043 - 17075
A two-stage screening framework for enhanced oil recovery methods, using artificial neural networks
Yasaman Cheraghi
Shahin Kord
Vahid Mashayekhizadeh
Original Article 25 April 2023 Pages: 17077 - 17094
A modified Adam algorithm for deep neural network optimization
Mohamed Reyad
Amany M. Sarhan
M. Arafa
Original Article Open access 25 April 2023 Pages: 17095 - 17112
CaDenseNet: a novel deep learning approach using capsule network with attention for the identification of HIV-1 integration site
Minakshi Boruah
Ranjita Das
Original Article 26 April 2023 Pages: 17113 - 17128
Towards robust CNN-based malware classifiers using adversarial examples generated based on two saliency similarities
Dazhi Zhan
Yue Hu
Zhisong Pan
Original Article 27 April 2023 Pages: 17129 - 17146
Personality traits prediction model from Turkish contents with semantic structures
Muhammed Ali Kosan
Hacer Karacan
Burcu A. Urgen
Original Article 27 April 2023 Pages: 17147 - 17165
Automatic document classification via transformers for regulations compliance management in large utility companies
Tolga Dimlioglu
Jing Wang
James D. Wong
Original Article 28 April 2023 Pages: 17167 - 17185
A new classification method for diagnosing COVID-19 pneumonia based on joint CNN features of chest X-ray images and parallel pyramid MLP-mixer module
Yiwen Liu
Wenyu Xing
Mingquan Lin
Original Article 28 April 2023 Pages: 17187 - 17199
Sle-CNN: a novel convolutional neural network for sleep stage classification
Zhenman Zhang
Yu Xue
Ziming Yuan
Original Article Open access 28 April 2023 Pages: 17201 - 17216
Attention-based spatial–temporal adaptive dual-graph convolutional network for traffic flow forecasting
Dawen Xia
Bingqi Shen
Huaqing Li
Original Article 29 April 2023 Pages: 17217 - 17231
Arabic spam tweets classification using deep learning
Sanaa Kaddoura
Suja A. Alex
D. Jude Hemanth
Original Article 29 April 2023 Pages: 17233 - 17246
Early detection of COPD patients’ symptoms with personal environmental sensors: a remote sensing framework using probabilistic latent component analysis with linear dynamic systems
Şefki Kolozali
Lia Chatzidiakou
Benjamin Barratt
Original Article Open access 30 April 2023 Pages: 17247 - 17265
HCPG: a highlighted contrastive learning framework for exemplar-guided paraphrase generation
Haoran Zhang
Li Li
Original Article 30 April 2023 Pages: 17267 - 17279
Crop yield prediction algorithm (CYPA) in precision agriculture based on IoT techniques and climate changes
Fatma M. Talaat
Original Article Open access 30 April 2023 Pages: 17281 - 17292
Ant path integration: a novel optimization algorithm inspired by the path integration of desert ants
Abbas Fathtabar
Ataollah Ebrahimzadeh
Javad Kazemitabar
Original Article 01 May 2023 Pages: 17293 - 17318
MOCOVIDOA: a novel multi-objective coronavirus disease optimization algorithm for solving multi-objective optimization problems
Asmaa M. Khalid
Hanaa M. Hamza
Khaid M. Hosny
Original Article Open access 02 May 2023 Pages: 17319 - 17347
A new Covid-19 diagnosis strategy using a modified KNN classifier
Asmaa H. Rabie
Alaa M. Mohamed
Ahmed I. Saleh
Original Article Open access 02 May 2023 Pages: 17349 - 17373
Part of 1 collection:

Computer Science Open Access SDG 3: Good Health and Well-Being
A data-driven intelligent decision support system that combines predictive and prescriptive analytics for the design of new textile fabrics
Rui Ribeiro
André Pilastri
Paulo Cortez
Original Article Open access 03 May 2023 Pages: 17375 - 17395
A comparative study of anti-swing radial basis neural-fuzzy LQR controller for multi-degree-of-freedom rotary pendulum systems
Zied Ben Hazem
Zafer Bingül
Original Article 03 May 2023 Pages: 17397 - 17413
Refinement of ensemble strategy for acute lymphoblastic leukemia microscopic images using hybrid CNN-GRU-BiLSTM and MSVM classifier
Kamel K. Mohammed
Aboul Ella Hassanien
Heba M. Afify
Original Article Open access 03 May 2023 Pages: 17415 - 17427
Diabetic retinopathy detection and diagnosis by means of robust and explainable convolutional neural networks
Francesco Mercaldo
Marcello Di Giammarco
Antonella Santone
Original Article 03 May 2023 Pages: 17429 - 17441

Volume 35, Issue 23

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