Asim Munawar

发表

MHGrid: Towards an Ideal Optimization Environment for Global Optimization Problems Using Grid Computing

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2007, Eighth International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT 2007).

Redesigning evolutionary algorithms for many core processors

Asim Munawar, Asim Munawar, 2011 .

Neuro-Symbolic Approaches for Text-Based Policy Learning

Asim Munawar, Michiaki Tatsubori, Prithviraj Sen, 2021, EMNLP.

Neuro-Symbolic Reinforcement Learning with First-Order Logic

Alexander G. Gray, Don Joven Agravante, Asim Munawar, 2021, EMNLP.

A GPU Accelerated Fragment-based De Novo Ligand Design by a Bayesian Optimization Algorithm

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2012 .

A Bayesian Optimization Algorithm for De Novo ligand design based docking running over GPU

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2010, IEEE Congress on Evolutionary Computation.

The design, usage, and performance of GridUFO: A Grid based Unified Framework for Optimization

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2010, Future Gener. Comput. Syst..

EA-based Problem Solving Environment over the GRID

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2008 .

A Survey: Genetic Algorithms and the Fast Evolving World of Parallel Computing

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2008, 2008 10th IEEE International Conference on High Performance Computing and Communications.

Parallel GEAs with Linkage Analysis over Grid

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2008, Linkage in Evolutionary Computation.

Optimization problem solving framework employing GAs with linkage identification over a grid environment

Asim Munawar, Masaharu Munetomo, Kiyoshi Akama, 2007, 2007 IEEE Congress on Evolutionary Computation.

A Framework of GRID Problem-Solving Environment Employing Robust Evolutionary Search

Asim Munawar, Masaharu Munetomo, Kiyoshi Akama, 2007, EUROCAST.

Real-time small obstacle detection on highways using compressive RBM road reconstruction

Asim Munawar, Clement Creusot, Asim Munawar, 2015, 2015 IEEE Intelligent Vehicles Symposium (IV).

Limiting the reconstruction capability of generative neural network using negative learning

Giovanni De Magistris, Asim Munawar, Phongtharin Vinayavekhin, 2017, 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP).

Focusing on What is Relevant: Time-Series Learning and Understanding using Attention

Don Joven Agravante, Giovanni De Magistris, Asim Munawar, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

Structural inpainting of road patches for anomaly detection

Asim Munawar, Clement Creusot, Asim Munawar, 2015, 2015 14th IAPR International Conference on Machine Vision Applications (MVA).

Spatio-Temporal Anomaly Detection for Industrial Robots through Prediction in Unsupervised Feature Space

Giovanni De Magistris, Asim Munawar, Phongtharin Vinayavekhin, 2017, 2017 IEEE Winter Conference on Applications of Computer Vision (WACV).

Hybrid of genetic algorithm and local search to solve MAX-SAT problem using nVidia CUDA framework

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2009, Genetic Programming and Evolvable Machines.

Deep reinforcement learning for high precision assembly tasks

Giovanni De Magistris, Asim Munawar, Ryuki Tachibana, 2017, 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

Adversarial Discriminative Attention for Robust Anomaly Detection

Asim Munawar, Ryuki Tachibana, Subhajit Chaudhury, 2020, 2020 IEEE Winter Conference on Applications of Computer Vision (WACV).

Optimization of parallel Genetic Algorithms for nVidia GPUs

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

Language-based General Action Template for Reinforcement Learning Agents

Asim Munawar, Michiaki Tatsubori, Subhajit Chaudhury, 2021, FINDINGS.

Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games pdf

Ryuki Tachibana, Michiaki Tatsubori, Kartik Talamadupula, 2020, EMNLP.

Reinforcement Learning Testbed for Power-Consumption Optimization pdf

Giovanni De Magistris, Asim Munawar, Ryuki Tachibana, 2018, ArXiv.

Constrained Exploration and Recovery from Experience Shaping pdf

Don Joven Agravante, Giovanni De Magistris, Asim Munawar, 2018, ArXiv.

Shuffling and Mixing Data Augmentation for Environmental Sound Classification

Asim Munawar, Phongtharin Vinayavekhin, Ryuki Tachibana, 2019, DCASE.

Reinforcement Learning with External Knowledge by using Logical Neural Networks pdf

Alexander G. Gray, Asim Munawar, Michiaki Tatsubori, 2021, ArXiv.

Learning Multiple Sound Source 2D Localization

Don Joven Agravante, Asim Munawar, Phongtharin Vinayavekhin, 2019, 2019 IEEE 21st International Workshop on Multimedia Signal Processing (MMSP).

Spatially-weighted Anomaly Detection with Regression Model pdf

Asim Munawar, Ryuki Tachibana, Daiki Kimura, 2019, ArXiv.

ISOMER: Integrated selection, partitioning, and placement methodology for reconfigurable architectures

Asim Munawar, Muhammad Shafique, Jörg Henkel, 2013, 2013 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

Solving Large Instances of Capacitated Vehicle Routing Problem over Cell BE

Asim Munawar, Mohamed Wahib, Masaharu Munetomo, 2008, 2008 10th IEEE International Conference on High Performance Computing and Communications.

MaestROB: A Robotics Framework for Integrated Orchestration of Low-Level Control and High-Level Reasoning

Giovanni De Magistris, Asim Munawar, Ryuki Tachibana, 2018, 2018 IEEE International Conference on Robotics and Automation (ICRA).

Human-Like Hand Reaching by Motion Prediction Using Long Short-Term Memory

Giovanni De Magistris, Asim Munawar, Phongtharin Vinayavekhin, 2017, ICSR.

LOA: Logical Optimal Actions for Text-based Interaction Games pdf

Alexander G. Gray, Don Joven Agravante, Asim Munawar, 2021, ACL.