Varuna De Silva

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 40

Top Topics

Human Activity Recognition

Reinforcement Learning

Visual Attention

Top Venues

IEEE Trans. Cybern.

Publications

Haoyang Qin, Qiuhua Liang, Huili Chen, Varuna De Silva
A two-way coupled CHANS model for flood emergency management, with a focus on temporary flood defences. Environ. Model. Softw. 181 (2024)
Chaoyi Gu, Jiaming Na, Yisheng Pei, Varuna De Silva
Player Pressure Map - A Novel Representation of Pressure in Soccer for Evaluating Player Performance in Different Game Contexts. CoRR (2024)
Rafael Pina, Varuna De Silva, Corentin Artaud
Towards Self-Adaptive Resilient Swarms Using Multi-Agent Reinforcement Learning. ICPRAM (2024)
Rafael Pina, Varuna De Silva, Corentin Artaud, Xiaolan Liu
Fully Independent Communication in Multi-Agent Reinforcement Learning. AAMAS (2024)
Chaoyi Gu, Varuna De Silva, Mike Caine
A machine learning framework for quantifying in-game space-control efficiency in football. Knowl. Based Syst. 283 (2024)
Rafael Pina, Varuna De Silva, Joosep Hook, Ahmet M. Kondoz
Residual Q-Networks for Value Function Factorizing in Multiagent Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Rafael Pina, Varuna De Silva, Corentin Artaud, Xiaolan Liu
Fully Independent Communication in Multi-Agent Reinforcement Learning. CoRR (2024)
Rafael Pina, Corentin Artaud, Xiaolan Liu, Varuna De Silva
Staged Reinforcement Learning for Complex Tasks through Decomposed Environments. CoRR (2023)
Anthony James Scotte, Varuna De Silva
Towards a Neuro-Symbolic Framework for Multimodal Human-AI Interaction. ICPRAM (2023)
Yisheng Pei, Varuna De Silva, Mike Caine
Passing Heatmap Prediction Based on Transformer Model Using Tracking Data for Football Analytics. ISPR (1) (2023)
Rafael Pina, Varuna De Silva, Corentin Artaud
Learning Independently from Causality in Multi-Agent Environments. CoRR (2023)
Rafael Pina, Varuna De Silva, Corentin Artaud
Causality Detection for Efficient Multi-Agent Reinforcement Learning. CoRR (2023)
Rafael Pina, Varuna De Silva, Corentin Artaud
Causality Detection for Efficient Multi-Agent Reinforcement Learning. AAMAS (2023)
Rafael Pina, Varuna De Silva, Corentin Artaud
Learning Independently from Causality in Multi-Agent Environments. ICPRAM (2023)
Yisheng Pei, Varuna De Silva, Mike Caine
Passing Heatmap Prediction Based on Transformer Model and Tracking Data. CoRR (2023)
Rafael Pina, Varuna De Silva, Corentin Artaud
Discovering Causality for Efficient Cooperation in Multi-Agent Environments. CoRR (2023)
Rafael Pina, Corentin Artaud, Xiaolan Liu, Varuna De Silva
Staged Reinforcement Learning for Complex Tasks Through Decomposed Environments. ISPR (2) (2023)
Chaoyi Gu, Varuna De Silva, Corentin Artaud, Rafael Pina
Embedding Contextual Information through Reward Shaping in Multi-Agent Learning: A Case Study from Google Football. CoRR (2023)
Chaoyi Gu, Varuna De Silva
Deep Generative Multi-Agent Imitation Model as a Computational Benchmark for Evaluating Human Performance in Complex Interactive Tasks: A Case Study in Football. CoRR (2023)
Haileleol Tibebu, Varuna De Silva, Corentin Artaud, Rafael Pina, Xiyu Shi
Towards Interpretable Camera and LiDAR Data Fusion for Autonomous Ground Vehicles Localisation. Sensors 22 (20) (2022)
Jamie Roche, Varuna De Silva, Ahmet M. Kondoz
A Multimodal Perception-Driven Self Evolving Autonomous Ground Vehicle. IEEE Trans. Cybern. 52 (9) (2022)
Haileleol Tibebu, Aadin Malik, Varuna De Silva
Text to Image Synthesis using Stacked Conditional Variational Autoencoders and Conditional Generative Adversarial Networks. CoRR (2022)
Eyad Alsaghir, Xiyu Shi, Varuna De Silva, Ahmet M. Kondoz
Understanding Dilated Mathematical Relationship between Image Features and the Convolutional Neural Network's Learnt Parameters. Entropy 24 (1) (2022)
Rafael Pina, Varuna De Silva, Joosep Hook, Ahmet M. Kondoz
Residual Q-Networks for Value Function Factorizing in Multi-Agent Reinforcement Learning. CoRR (2022)
Jamie Roche, Varuna De Silva, Joosep Hook, Mirco Moencks, Ahmet M. Kondoz
A Multimodal Data Processing System for LiDAR-Based Human Activity Recognition. IEEE Trans. Cybern. 52 (10) (2022)
Xiyu Shi, Varuna De Silva, Yusuf Aslan, Erhan Ekmekcioglu, Ahmet M. Kondoz
Evaluating the Learning Procedure of CNNs through a Sequence of Prognostic Tests Utilising Information Theoretical Measures. Entropy 24 (1) (2022)
Haileleol Tibebu, Aadin Malik, Varuna De Silva
Text to Image Synthesis Using Stacked Conditional Variational Autoencoders and Conditional Generative Adversarial Networks. SAI (1) (2022)
Haileleol Tibebu, Jamie Roche, Varuna De Silva, Ahmet M. Kondoz
LiDAR-Based Glass Detection for Improved Occupancy Grid Mapping. Sensors 21 (7) (2021)
Rafael Pina, Haileleol Tibebu, Joosep Hook, Varuna De Silva, Ahmet M. Kondoz
Overcoming Challenges of Applying Reinforcement Learning for Intelligent Vehicle Control. Sensors 21 (23) (2021)
Joosep Hook, Seif El-Sedky, Varuna De Silva, Ahmet M. Kondoz
Learning data-driven decision-making policies in multi-agent environments for autonomous systems. Cogn. Syst. Res. 65 (2021)
Varuna De Silva
A Critical Analysis of Patch Similarity Based Image Denoising Algorithms. CoRR (2020)
Joosep Hook, Varuna De Silva, Ahmet M. Kondoz
Deep Multi-Critic Network for accelerating Policy Learning in multi-agent environments. Neural Networks 128 (2020)
Mirco Moencks, Varuna De Silva, Jamie Roche, Ahmet M. Kondoz
Adaptive Feature Processing for Robust Human Activity Recognition on a Novel Multi-Modal Dataset. CoRR (2019)
Katie Inder, Varuna De Silva, Xiyu Shi
Learning Control Policies of Driverless Vehicles from UAV Video Streams in Complex Urban Environments. Remote. Sens. 11 (23) (2019)
Varuna De Silva, Jamie Roche, Xiyu Shi, Ahmet M. Kondoz
IoT Driven Ambient Intelligence Architecture for Indoor Intelligent Mobility. DASC/PiCom/DataCom/CyberSciTech (2018)
Varuna De Silva, Jamie Roche, Ahmet M. Kondoz
Robust Fusion of LiDAR and Wide-Angle Camera Data for Autonomous Mobile Robots. Sensors 18 (8) (2018)
Varuna De Silva, Xiongzhao Wang, A. Deniz Aladagli, Ahmet M. Kondoz, Erhan Ekmekcioglu
An Agent-Based Modelling Framework for Driving Policy Learning in Connected and Autonomous Vehicles. IntelliSys (2) (2018)
Xiongzhao Wang, Varuna De Silva, Ahmet M. Kondoz
Agent-based Learning for Driving Policy Learning in Connected and Autonomous Vehicles. CoRR (2017)
Varuna De Silva, Jamie Roche, Ahmet M. Kondoz
Fusion of LiDAR and Camera Sensor Data for Environment Sensing in Driverless Vehicles. CoRR (2017)
Varuna De Silva, Viacheslav Chesnokov, Daniel Larkin
A Novel Adaptive Shading Correction Algorithm for Camera Systems. Digital Photography and Mobile Imaging (2016)
Chathura Galkandage, Janko Calic, Varuna De Silva, Safak Dogan
A full-reference stereoscopic image quality metric based on binocular energy and regression analysis. 3DTV-Conference (2015)
Emad Danish, Varuna De Silva, Anil Fernando, Chamitha de Alwis, Ahmet M. Kondoz
Content-aware resource allocation in OFDM systems for energy-efficient video transmission. IEEE Trans. Consumer Electron. 60 (3) (2014)
Emad Danish, Varuna De Silva, Anil Fernando
Application of Genetic and Greedy Algorithms for Power Efficiency in Adaptive Sub-channel and Bit Allocation. CICSyN (2014)
Erhan Ekmekcioglu, Varuna De Silva, Peter Tho Pesch, Ahmet M. Kondoz
Visual Attention Model Aided Non-Uniform Asymmetric Coding of Stereoscopic Video. IEEE J. Sel. Top. Signal Process. 8 (3) (2014)
Emad Danish, Varuna De Silva, Anil Fernando, Chamitha de Alwis, Ahmet M. Kondoz
Content aware resource allocation in OFDM systems for energy efficient video transmission. ICCE (2014)
Chamitha de Alwis, Hemantha Kodikara Arachchi, Anil Fernando, Varuna De Silva, Emad Danish, Ahmet M. Kondoz
On the multicast of delay sensitive data in erasure networks using practical network coding. ICCE (2014)
Erhan Ekmekcioglu, Varuna De Silva, Safak Dogan, Ahmet M. Kondoz
Perceptual performance analysis for visual attention model based asymmetric stereoscopic 3D video coding. QoMEX (2014)
Varuna De Silva, Hemantha Kodikara Arachchi, Erhan Ekmekcioglu, Ahmet M. Kondoz
Toward an Impairment Metric for Stereoscopic Video: A Full-Reference Video Quality Metric to Assess Compressed Stereoscopic Video. IEEE Trans. Image Process. 22 (9) (2013)
Chamitha de Alwis, Varuna De Silva, Hemantha Kodikara Arachchi, Anil Fernando, Ahmet M. Kondoz
Network coding for error resilient transmission of stereoscopic 3D video. ICC Workshops (2013)
Varuna De Silva, Xiyu Shi, Barry G. Evans, Javier P. Trufero, Graham Peters
Designing a QoE aware intelligent home gateway for future smart homes. Future Network & Mobile Summit (2013)
Chamitha de Alwis, Hemantha Kodikara Arachchi, Varuna De Silva, Anil Fernando, Ahmet M. Kondoz
Robust video communication using Random Linear Network Coding with Pre-Coding and Interleaving. ICIP (2012)
Varuna De Silva, Anil Fernando, Stewart Worrall, Hemantha Kodikara Arachchi, Ahmet M. Kondoz
Sensitivity Analysis of the Human Visual System for Depth Cues in Stereoscopic 3-D Displays. IEEE Trans. Multim. 13 (3) (2011)