Keyword:Deep Reinforcement Learning

Publications
Deep Reinforcement Learning for Robotic Manipulation of Deformable Objects Aradhana Das and Wahaj Ahmed EasyChair Preprint 13191
Accelerating Autonomy: Navigating the Roads with Deep Reinforcement Learning in Autonomous Driving Systems Asad Ali and Mugil Raja EasyChair Preprint 11944
Learning Robot Arm Controls Using Augmented Random Search in a Simulated Environment Somnuk Phon-Amnuaisuk, Peter David Shannon and Saiful Omar EasyChair Preprint 8873
Generalized Data Distribution Iteration Jiajun Fan and Changnan Xiao EasyChair Preprint 8276
Deep Reinforcement Learning Based Semi-Autonomous Control for Robotic Surgery Ruiqi Zhu, Dandan Zhang and Benny Lo EasyChair Preprint 8180
Continuous Self-Adaptation of Control Policies in Automatic Cloud Management Wlodzimierz Funika, Paweł Koperek and Jacek Kitowski EasyChair Preprint 6355
Dynamical Perceptual-Motor Primitives for Better Deep Reinforcement Learning Agents Gaurav Patil, Patrick Nalepka, Lillian Rigoli, Rachel W. Kallen and Michael J. Richardson EasyChair Preprint 5983
Curious Exploration and Return-based Memory Restoration for Deep Reinforcement Learning Saeed Tafazzol, Erfan Fathi, Mahdi Rezaei and Ehsan Asali EasyChair Preprint 5456
Beauty: A Machine-Microbial Artwork Carlos Castellanos, Johnny Diblasi and Philippe Pasquier EasyChair Preprint 5439
BND*-DDQN: Learn to Steer Autonomously through Deep Reinforcement Learning Keyu Wu, Han Wang, Mahdi Abolfazli Esfahani and Shenghai Yuan EasyChair Preprint 4941
A New Advantage Actor-Critic Algorithm For Multi-Agent Environments Gabor Paczolay and Istvan Harmati EasyChair Preprint 4231
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
Deeplive: QoE Optimization for Live Video Streaming through Deep Reinforcement Learning Zhao Tian, Laiping Zhao, Lihai Nie, Peiqi Chen and Shuyu Chen EasyChair Preprint 2149
Driverless Car : Software Modelling and Design Using Python and Tensorflow Poondru Prithvinath Reddy EasyChair Preprint 1446
Self-Thinking Machines in Autonomous Driving Poondru Prithvinath Reddy EasyChair Preprint 1355
Autonomous Car: Deployment of Reinforcement Learning in Various Autonomous Driving Applications Poondru Prithvinath Reddy EasyChair Preprint 1305
Learning Thresholds to Select Cooperative Partners by Applying Deep Reinforcement Learning in Distributed Traffic Signal Control Shinya Matsuta, Naoki Kodama and Taku Harada In:Proceedings of 38th International Conference on Computers and Their Applications
Deep Reinforcement Learning for Portfolio Management Yue Ma, Ziping Liu and Chuck McAllister In:Proceedings of 35th International Conference on Computer Applications in Industry and Engineering
Flow: Deep Reinforcement Learning for Control in SUMO Nishant Kheterpal, Kanaad Parvate, Cathy Wu, Aboudy Kreidieh, Eugene Vinitsky and Alexandre Bayen In:SUMO 2018- Simulating Autonomous and Intermodal Transport Systems
Object-sensitive Deep Reinforcement Learning Yuezhang Li, Katia Sycara and Rahul Iyer In:GCAI 2017. 3rd Global Conference on Artificial Intelligence