Extended Spatial and Temporal Learning Scale in Reinforcement Learning
نویسندگان
چکیده
HUI ZHU, N. MASTORAKIS, X. D. ZHUANG 1. College of Automation and Electronic Engineering, Qingdao University of Science and Technology, Qingdao, 266042, CHINA 2. WSEAS Research Group in Qingdao, Room 403, East 4 Building, Qingdao University, 266071, CHINA 3. Department of Computer Science, Military Institutions of University Education, Hellenic Naval Academy, Terma Hatzikyriakou, 18539, Piraeus, GREECE [email protected] http://www.wseas.org/mastorakis
منابع مشابه
The Effect of Withania somnifera Alcoholic Extract on Learning and Memory Disturbance in a Model of Temporal Lobe Epilepsy in the Rat
Background and Objective: Temporal lobe epilepsy (TLE) usually leads to memory deficit. In this study, we tried to assess the effect of Withania somnifera extract on the impaired learning and memory in the intrahippocampal kainate model of TLE in the rat. Materials & Methods: Male rats (n=32) were divided into sham, extract+sham, kainite, and kainite+extract. For induction of epilepsy, unilate...
متن کاملBayesian Reinforcement Learning with Behavioral Feedback
In the standard reinforcement learning setting, the agent learns optimal policy solely from state transitions and rewards from the environment. We consider an extended setting where a trainer additionally provides feedback on the actions executed by the agent. This requires appropriately incorporating the feedback, even when the feedback is not necessarily accurate. In this paper, we present a ...
متن کاملInvestigating the Effect of Music on Spatial Learning in a Virtual Reality Task
Background: Spatial learning and navigation is a fundamental cognitive ability consisting of multiple cognitive components. Despite intensive efforts conducted with the assistance of virtual reality technology and functional Magnetic Resonance Imaging (fMRI) modality, the music effect on this cognition and the involved neuronal mechanisms remain elusive. Objectives: We aimed to investigate the...
متن کاملThe Introduction of a Heuristic Mutation Operator to Strengthen the Discovery Component of XCS
The extended classifier systems (XCS) by producing a set of rules is (classifier) trying to solve learning problems as online. XCS is a rather complex combination of genetic algorithm and reinforcement learning that using genetic algorithm tries to discover the encouraging rules and value them by reinforcement learning. Among the important factors in the performance of XCS is the possibility to...
متن کاملThe Introduction of a Heuristic Mutation Operator to Strengthen the Discovery Component of XCS
The extended classifier systems (XCS) by producing a set of rules is (classifier) trying to solve learning problems as online. XCS is a rather complex combination of genetic algorithm and reinforcement learning that using genetic algorithm tries to discover the encouraging rules and value them by reinforcement learning. Among the important factors in the performance of XCS is the possibility to...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2010