Advances in Reinforcement Learning

Advances in Reinforcement Learning Preface......Page 1
01_Wireless Networks Inductive Routing Based on Reinforcement Learning Paradigms......Page 13
02_Cooperative Agent Learning Model in Multi-cluster Grid......Page 35
03_A Reinforcement Learning Approach to Intelligent Goal Coordination of Two-Level Large-Scale Control Systems......Page 49
04_Reinforcement Learning of User Preferences for a Ubiquitous Personal Assistant......Page 71
05_Cooperative Behavior Rule Acquisition for Multi-Agent Systems by Machine Learning......Page 93
06_Emergence of Intelligence Through Reinforcement Learning with a Neural Network......Page 111
07_Reinforcement Learning using Kohonen Feature Map Probabilistic Associative Memory based on Weights Distribution......Page 133
08_How to Recommend Preferable Solutions of a User in Interactive Reinforcement Learning?......Page 149
09_Reward Prediction Error Computation in the Pedunculopontine Tegmental Nucleus Neurons......Page 169
10_Subgoal Identifications in Reinforcement Learning: A Survey......Page 193
11_A Reinforcement Learning System Embedded Agent with Neural Network-Based Adaptive Hierarchical Memory Structure......Page 201
12_Characterization of Motion Forms of Mobile Robot Generated in Q-Learning Process......Page 221
13_A Robot Visual Homing Model that Traverses Conjugate Gradient TD to a Variable l TD and Uses Radial Basis Features......Page 237
14_Complex-Valued Reinforcement Learning: A Context-based Approach for POMDPs......Page 267
15_Adaptive PID Control of a Nonlinear Servomechanism Using Recurrent Neural Networks......Page 287
16_Robotic Assembly Replanning Agent Based on Neural Network Adjusted Vibration Parameters......Page 309
17_Integral Reinforcement Learning for Finding Online the Feedback Nash Equilibrium of Nonzero-Sum Differential Games......Page 325
18_Online Gaming: Real Time Solution of Nonlinear Two-Player Zero-Sum Games Using Synchronous Policy Iteration......Page 343
19_Hybrid Intelligent Algorithm for Flexible Job-Shop Scheduling Problem under Uncertainty......Page 373
20_Adaptive Critic Designs-Based Autonomous Unmanned Vehicles Navigation: Application to Robotic Farm Vehicles......Page 383
21_DAQL-Enabled Autonomous Vehicle Navigation in Dynamically Changing Environment......Page 397
22_An Intelligent Marshaling Based on Transfer Distance of Containers Using a New Reinforcement Learning for Logistics......Page 423
23_Distributed Parameter Bioprocess Plant Identification and I-Term Control Using Decentralized Fuzzy-Neural Multi-Models......Page 433
24_Optimal Cardiac Pacing with Q Learning......Page 463