Keyword:Reinforcement Learning

Publications
A Machine Learning-Driven Approach to XML-Based IP Network Configuration Optimization Hoo Wang, Che Leo, John Davis, Sarah Smith, Daniel Taylor and Michael Lornwood EasyChair Preprint 15560
Optimizing IP Network Configuration Management with XML and Machine Learning Techniques Maria Kin, Elvard John and Mehmmet Amin EasyChair Preprint 15454
Suppressing Overestimation in Q-Learning Through Adversarial Behaviors Hyeann Lee and Donghwan Lee EasyChair Preprint 15228
EFECTIW-ROTER: Deep Reinforcement Learning Approach for Solving Heterogeneous Fleet and Demand Vehicle Routing Problem With Time-Window Constraints Arash Mozhdehi, Mahdi Mohammadizadeh, Yunli Wang, Sun Sun and Xin Wang EasyChair Preprint 14918
Assessing APT Detection Using Financial AI and Machine Learning: Can Greater Accuracy Be Achieved? (CASE STUDY) Adeoye Ibrahim EasyChair Preprint 14872
Leveraging Finance AI and Machine Learning for APT Detection: Is Greater Precision Possible? (CASE STUDY) Kayode Sheriffdeen EasyChair Preprint 14871
Evaluating APT Detection Through Finance AI and Machine Learning: Is Superior Accuracy Attainable? John Owen EasyChair Preprint 14630
AI-Driven Optimization Techniques for Enhanced Risk Management in Global Banking Alakitan Samad EasyChair Preprint 14356
Robotic Arm Contact Operation Task Using Reinforcement Learning Assistance Chen Chen, Xu Dai and Jozsef Kovecses EasyChair Preprint 13553
Piece by Piece: Assembling a Modular Reinforcement Learning Environment for Tetris Maximilian Weichart and Philipp Hartl EasyChair Preprint 13437
Efficient Stimuli Generation Using Reinforcement Learning in Design Verification Deepak Narayan Gadde, Thomas Nalapat, Aman Kumar, Djones Lettnin, Wolfgang Kunz and Sebastian Simon EasyChair Preprint 13423
Evaluating the Sim-to-Real Transferability of End-to-End Control Policies for Autonomous Vehicles Operating on Deformable Terrains Huzaifa Unjhawala, Zhenhao Zhou, Ishaan Mahajan, Harry Zhang, Alexis Ruiz, Radu Serban and Dan Negrut EasyChair Preprint 13294
Efficient Power Management IC Design Using Machine Learning Techniques for Electric Vehicles Rohit Sharma EasyChair Preprint 12716
Reinforcement Learning in Robotics: from Theory to Real-World Applications Lia Don EasyChair Preprint 12537
Generalization of Temporal Logic Tasks via Future Dependent Options Duo Xu and Faramarz Fekri EasyChair Preprint 12510
Grounding Subgoals of Temporal Logic Tasks in Online Reinforcement Learning Duo Xu and Faramarz Fekri EasyChair Preprint 12418
Data Science Approaches in Machine Learning for Analytics in Power Systems Deep Himmatbhai Ajabani EasyChair Preprint 12278
Enhancing Chatbot Efficiency Through Meta-Analysis and Deep Learning Techniques Asad Ali EasyChair Preprint 12021
Exploring the Horizon: Machine Learning's Journey Through the Modern Tech Landscape Haney Zaki EasyChair Preprint 11974
Charting New Territories: the Ongoing Transformation of Machine Learning in Contemporary Technology Haney Zaki EasyChair Preprint 11971
Deciphering the Enigma: Exploring the Latest Breakthroughs in Machine Learning Haney Zaki EasyChair Preprint 11970
Model-Based Reinforcement Learning: Challenges, Methods, and Progress Kurez Oroy and Robert Thomson EasyChair Preprint 11785
Traveler Behavior Cognitive Reasoning Mechanism Ahmed Tlili, Salim Chikhi and Ajith Abraham EasyChair Preprint 11691
Feature-Space Reinforcement Learning for Robotic Manipulation Ralf Gulde, Khanh Nguyen, Marc Tuscher, Oliver Riedel and Alexander Verl EasyChair Preprint 11420
Reinforcement Learning-Based Consensus-Reaching in Large-Scale Social Networks Shijun Guo, Haoran Xu, Guangqiang Xie, Di Wen, Yangru Huang and Peixi Peng EasyChair Preprint 11382
An Improved Deep Reinforcement Learning-Based Multi-Agent Cooperative Game Approach Zhongqi Zhao, Chuang Zhang, Haoran Xu, Jiawei Kou and Hui Cheng EasyChair Preprint 11210
Lateral Interactions Spiking Actor Network for Reinforcement Learning Xiangyu Chen, Rong Xiao, Qirui Yang and Jiancheng Lv EasyChair Preprint 11103
Paratransit Routing Considering Dwell Time Uncertainty and Contexts of Requests Gyugeun Yoon, Hyoshin Park and Kai Monast EasyChair Preprint 10809
Metaverse in InterPlanet Internet: Design of Robotic Microcontroller in Space Robots for Diverse Space Applications Using an Automated AI Learning Agent Poondru Prithvinath Reddy EasyChair Preprint 10783
Rapid Bipedal Robot Adaptation via Discriminative Internal Model Zhibo Zhou EasyChair Preprint 10757
Task Space Control of Hydraulic Construction Machines Using Reinforcement Learning Hyung Joo Lee and Sigrid Brell-Cokcan EasyChair Preprint 10590
Quantum Generators: Design of Robotic Microcontroller Unit in Cell Synthesizer for Processing Protein Structures Poondru Prithvinath Reddy EasyChair Preprint 10571
Fake News Detection Using Blockchain Veetu Kaushik, Taslim Raza Ahmad, Jai Sanger and Renu Mishra EasyChair Preprint 10323
Metaverse in InterPlanet Internet: Planning for Resource Selection in a Large Robotic Teams for Diverse Space Applications Using an Automated AI Learning Agent Poondru Prithvinath Reddy EasyChair Preprint 10288
Can Reinforcement Learning Improve Order Decision in Multi-Echelon Inventory Systems? A Linear System Case Study Mingxuan Sun EasyChair Preprint 10095
Quantum Generators: Chip Design for Processing Protein Structures Using AI and Geometric Patterns in Cell Synthesizer Unit Poondru Prithvinath Reddy EasyChair Preprint 10074
An Isolation-Aware Online Virtual Network Embedding via Deep Reinforcement Learning Ali Gohar, Chunming Rong and Sanghwan Lee EasyChair Preprint 9871
Temporal Difference Learning for Model Predictive Control Nicklas Hansen, Xiaolong Wang and Hao Su EasyChair Preprint 9576
Metaverse in InterPlanet Internet: Reinforcement Learning Implementation of Time-Dependent Machine Learning Model to Make Robots Fit for Space Applications Poondru Prithvinath Reddy EasyChair Preprint 9532
A Latency-Aware Power-Efficient Reinforcement Learning Approach for Task Offloading in Multi-Access Edge Networks Ali Aghasi and Rituraj Rituraj EasyChair Preprint 9329
Software Project Risks Management Using Extended Fuzzy Cognitive Maps with Reinforcement Learning Ahmed Tlili, Salim Chikhi and Ajith Abraham EasyChair Preprint 9072
A Customized Protocol Cluster Analysis Method Based on Reinforcement Learning Peiying Wu, Xiaohui Li and Junfeng Wang EasyChair Preprint 8761
Analysis of the causes and evolution of class solidification based on Q-learing and asymmetric repetitive eagle-pigeon game Xuan Zhou and Yicheng Gong EasyChair Preprint 8372
Learning to Self-Modify Rewards with Bi-Level Gradients Aiden Boyd, Shibani and Will Callaghan EasyChair Preprint 8260
Reinforcement Learning for Path Generation for Surgical Robot Maneuver Junhong Chen, Zeyu Wang, Ruiqi Zhu, Ruiyang Zhang, Weibang Bai and Benny Lo EasyChair Preprint 8178
Resource Allocation Optimization Using Artificial Intelligence Methods in Various Computing Paradigms: a Review Javad Hassannataj Joloudari, Sanaz Mojrian, Issa Nodehi, Fatemeh Fazl, Sahar Khanjani Shirkharkolaie, Roohallah Alizadehsani, H M Dipu Kabir, Ru-San Tan and U Rajendra Acharya EasyChair Preprint 7645
Improving Behavioural Cloning with Human-Driven Dynamic Dataset Augmentation Federico Malato, Joona Jehkonen and Ville Hautamaki EasyChair Preprint 7363
Crafting a Robotic Swarm Pursuit-Evasion Capture Strategy Using Deep Reinforcement Learning Charles H. Wu, Donald A. Sofge and Daniel M. Lofaro EasyChair Preprint 7352
Quantum Generators: a Self-Driving Experimentation for New Reproducibility of Complex Micro-Scale Protein Synthesis. Poondru Prithvinath Reddy EasyChair Preprint 7270
Reduced Robust Random Cut Forest for out-of-Distribution Detection in Machine Learning Models Harsh Vardhan and Janos Sztipanovits EasyChair Preprint 7247
A Review for Deep Reinforcement Learning in Atari: Benchmarks, Challenges and Solutions Jiajun Fan EasyChair Preprint 6985
Development of Trading Bot for Stock Prediction Using Evolution Strategy Ashish Bali, Archit Madan, Aayush Upadhyay, Piyush Sah and Vibha Nehra EasyChair Preprint 6739
Exploring Deep Reinforcement Learning for Android Malware Detection Simran Gill, Surabhi Gogte, Chahak Sharma, Prathmesh Pathwar, Viraj Desai, Ashutossh Gupta, Aamod Vyas and O.P. Vyas EasyChair Preprint 6594
Blockchain Enabled Machine Learning Approach to Enhance Intelligent Transportation System Ratneshwar Kumar Singh EasyChair Preprint 6446
Path Planning for Unmanned Aerial Vehicles in Constrained Environments for Locust Elimination Aadiv Shah, Hari Nair, Vedant Mittal and Alice Cheeran EasyChair Preprint 6337
ScheduleME - Smart Digital Personal Assistant for Automatic Priority Based Task Scheduling and Time Management Ashana Liyanage, Dilshan Madhushanka, Menusha Uduwara, Dilrukshan Jayarathne, Samanthi Siriwardana, Shyam Reyal and Malithi Mithsara EasyChair Preprint 5907
Interpretable Model-based Hierarchical Reinforcement Learning Using Inductive Logic Programming Duo Xu and Faramarz Fekri EasyChair Preprint 5668
Distributed Species-Based Genetic Algorithm for Reinforcement Learning Problems Anirudh Seth, Alexandros Nikou and Marios Daoutis EasyChair Preprint 5309
Hamiltonian Policy Optimization in Reinforcement Learning Derek Hsu EasyChair Preprint 5307
Computational Intelligence in Wireless Sensor Network Pranesh Nanoskar and Pradnya Mhatre EasyChair Preprint 4951
Stock Prediction Using Evolution Strategy Archit Madan, Ashish Bali, Aayush Upadhyay, Piyush Sah and Vibha Nehra EasyChair Preprint 4765
Definitions of Intent for AI Derived From Common Law Hal Ashton EasyChair Preprint 4422
Creating Intelligent Agents: Combining Agent-Based Modeling with Machine Learning Dale Brearcliffe and Andrew Crooks EasyChair Preprint 4403
Navigating Autonomous Vehicle at the Road Intersection with Reinforcement Learning Michael Martinson, Alexey Skrynnik and Aleksandr I. Panov EasyChair Preprint 4347
Sim-to-Real Reinforcement Learning Applied to End-to-End Vehicle Control András Kalapos, Csaba Gór, Róbert Moni and István Harmati EasyChair Preprint 4236
Image Classification by Reinforcement Learning with Two-State Q-Learning Abdul Mueed Hafiz and Ghulam Mohiuddin Bhat EasyChair Preprint 4052
Judgment of Ethics of Behavior for Learning Jérémy Duval EasyChair Preprint 3643
Cognitive Machinery and Behaviours Bryan Fruchart and Benoit Le Blanc EasyChair Preprint 3609
Fuzzy Risk Sets for Decision making Venkata Subba Reddy Poli EasyChair Preprint 3559
Understanding the Behavior of Reinforcement Learning Agents Jörg Stork, Martin Zaefferer, Thomas Bartz-Beielstein and A. E. Eiben EasyChair Preprint 3342
Hidden Markov Models and their Application for Predicting Failure Events Paul Hofmann and Zaid Tashman EasyChair Preprint 3183
Imarisha: Reinforcement Learning Toolkit For AfricanBoard Games Eric Ondenyi EasyChair Preprint 2807
Exploratory Performance Testing Using Reinforcement Learning Tanwir Ahmad, Adnan Ashraf, Dragos Truscan and Ivan Porres EasyChair Preprint 2746
Towards Intelligent Pick and Place Assembly of Individualized Products Using Reinforcement Learning Caterina Neef, Dario Luipers, Jan Bollenbacher, Christian Gebel and Anja Richert EasyChair Preprint 2630
Reinforcement Learning for Variable Selection in a Branch and Bound Algorithm Marc Etheve, Zacharie Alès, Côme Bissuel, Olivier Juan and Safia Kedad-Sidhoum EasyChair Preprint 2572
Autonomous Car: Deployment of Reinforcement Learning in Various Autonomous Driving Applications Poondru Prithvinath Reddy EasyChair Preprint 1305
Keep Forwarding Path Freshest in VANET via Applying Reinforcement Learning Xuefeng Ji, Wenquan Xu, Chuwen Zhang, Tong Yun, Gong Zhang, Xiaojun Wang, Yunsheng Wang and Bin Liu EasyChair Preprint 1029
The Necessary Roadblock to Artificial General Intelligence: Corrigibility Yat Long Lo, Chung Yu Woo and Ka Lok Ng EasyChair Preprint 846
Rear-end Vehicle Collision Avoidance using Reinforced Learning Nashwan Sebi, Narendra Kintali and Ka C Cheok In:Proceedings of 39th International Conference on Computers and Their Applications
Prediction and Control of Stochastic Agents Using Formal Methods Avraham Raviv, Yuval Gerber, Liri Benzinou, Michelle Aluf-Medina and Hillel Kugler In:Proceedings of the 6th Workshop on Formal Methods for ML-Enabled Autonomous Systems
Task-oriented autonomous representation of visual inputs to facilitate robot goal achievement José Jorge Rodríguez Salgado, Alejandro Romero Montero and Richard José Duro In:Proceedings of V XoveTIC Conference. XoveTIC 2022
Analyzing Reinforcement Learning Algorithms for Nitrogen Fertilizer Management in Simulated Crop Growth Michael Vogt and Benjamin Rosman In:Proceedings of 43rd Conference of the South African Institute of Computer Scientists and Information Technologists
Investigation of Machine Learning for Clash Resolution Automation Ashit Harode and Walid Thabet In:ASC 2021. 57th Annual Associated Schools of Construction International Conference
Deep Reinforcement Learning for Synthesizing Functions in Higher-Order Logic Thibault Gauthier In:LPAR23. LPAR-23: 23rd International Conference on Logic for Programming, Artificial Intelligence and Reasoning
Reinforcement Learning Agent under Partial Observability for Traffic Light Control in Presence of Gridlocks Thanapapas Horsuwan and Chaodit Aswakul In:SUMO User Conference 2019
Autonomous Control of Urban Storm Water Networks Using Reinforcement Learning Abhiram Mullapudi and Branko Kerkez In:HIC 2018. 13th International Conference on Hydroinformatics
Matching Qualitative Constraint Networks with Online Reinforcement Learning Malumbo Chipofya In:GCAI 2016. 2nd Global Conference on Artificial Intelligence