Learning automata: an introduction

A fast learning automaton solution to the keyboard optimization problem

IEA/AIE '90 Proceedings of the 3rd international conference on Industrial and engineering applications of artificial intelligence and expert systems - Volume 2

Breaking Substitution Cyphers Using Stochastic Automata

IEEE Transactions on Pattern Analysis and Machine Intelligence

Learning automata-based receiver conflict avoidance algorithms for WDM broadcast-and-select star networks

IEEE/ACM Transactions on Networking (TON)

Detection of shifts in user interests for personalized information filtering

SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval

Using expectation-maximization for reinforcement learning

Neural Computation

Load balancing to adjust for proximity in some network topologies

Parallel Computing

A multilevel approach to intelligent information filtering: model, system, and evaluation

ACM Transactions on Information Systems (TOIS)

A learning automata based framework for task assignment in heterogeneous computing systems

Proceedings of the 1999 ACM symposium on Applied computing

Elevator Group Control Using Multiple Reinforcement Learning Agents

Machine Learning

Stochastic learning of strategic equilibria for auctions

Neural Computation

Simulation of period-doubling behavior in distributed learning automata

SAC '98 Proceedings of the 1998 ACM symposium on Applied Computing

Ant algorithms for discrete optimization

Artificial Life

Continuous Learning Automata Solutions to the Capacity Assignment Problem

IEEE Transactions on Computers

Supervised Learning of Large Perceptual Organization: Graph Spectral Partitioning and Learning Automata

IEEE Transactions on Pattern Analysis and Machine Intelligence

Using proxy cache relocation to accelerate Web browsing in wireless/mobile communications

Proceedings of the 10th international conference on World Wide Web

ESW4: enhanced scheme for WWW computing in wireless communication environments

ACM SIGCOMM Computer Communication Review

An intelligent biological information management system

Proceedings of the 2002 ACM symposium on Applied computing

Reinforcement Learning Using the Stochastic Fuzzy Min–Max Neural Network

Neural Processing Letters

On congestion pricing in a wireless network

Wireless Networks

Supporting the WWW in wireless communications through mobile agents

Mobile Networks and Applications

Ant colony optimization and stochastic gradient descent

Artificial Life

Homogeneous Agent-Based Distributed Information Filtering

Cluster Computing

A bidding mechanism for Web-based agents involved in information classification

World Wide Web

Graph Partitioning Using Learning Automata

IEEE Transactions on Computers

Hierarchical Discretized Pursuit Nonlinear Learning Automata with Rapid Convergence and High Accuracy

IEEE Transactions on Knowledge and Data Engineering

Analysis of Stochastic Automata Algorithm for Relaxation Labeling

IEEE Transactions on Pattern Analysis and Machine Intelligence

Learning Optimal Robotic Tasks

IEEE Expert: Intelligent Systems and Their Applications

Absorbing stochastic estimator learning automata for S-model stationary environments

Information Sciences—Informatics and Computer Science: An International Journal

Two timescale analysis of the Alopex algorithm for optimization

Neural Computation

Formalizing the Ant Algorithms in Terms of Reinforcement Learning

ECAL '99 Proceedings of the 5th European Conference on Advances in Artificial Life

Social Agents Playing a Periodical Policy

EMCL '01 Proceedings of the 12th European Conference on Machine Learning

Selection and Reinforcement Learning for Combinatorial Optimization

PPSN VI Proceedings of the 6th International Conference on Parallel Problem Solving from Nature

Learning to Reach the Pareto Optimal Nash Equilibrium as a Team

AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence

Parameterized Logic Programs where Computing Meets Learning

FLOPS '01 Proceedings of the 5th International Symposium on Functional and Logic Programming

A Game-Theoretic Adaptive Categorization Mechanism for ART-Type Networks

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks

A Note on Learning Automata Based Schemes for Adaptation of BP Parameters

IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents

Call Admission Control in Cellular Mobile Networks: A Learning Automata Approach

EurAsia-ICT '02 Proceedings of the First EurAsian Conference on Information and Communication Technology

A Learning Automata Based Dynamic Guard Channel Scheme

EurAsia-ICT '02 Proceedings of the First EurAsian Conference on Information and Communication Technology

Learning to Form Large Groups of Salient Image Features

CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Multiple Cost Optimization for Task Assignment in Heterogeneous Computing Systems Using Learning Automata

HCW '99 Proceedings of the Eighth Heterogeneous Computing Workshop

TCP Performance Enhancement in Wireless/Mobile Communications

LCN '01 Proceedings of the 26th Annual IEEE Conference on Local Computer Networks

Simulation of multi-agent Prisoners' Dilemmas

Systems Analysis Modelling Simulation

Proxies + path prediction: improving Web service provision in wireless-mobile communications

Mobile Networks and Applications

Efficient fast learning automata

Information Sciences—Informatics and Computer Science: An International Journal

Adaptive categorization of ART networks in robot behavior learning using game-theoretic formulation

Neural Networks

Anatomy and Empirical Evaluation of an Adaptive Web-Based Information Filtering System

User Modeling and User-Adapted Interaction

Stochastic channel-adaptive rate control for wireless video transmission

Pattern Recognition Letters - Video computing

A selectionist theory of language acquisition

ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics

A formal analysis of why heuristic functions work

Artificial Intelligence

Coordinated exploration in multi-agent reinforcement learning: an application to load-balancing

Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems

A learning automata based algorithm for optimization of continuous complex functions

Information Sciences: an International Journal

An Evolutionary Dynamical Analysis of Multi-Agent Learning in Iterated Games

Autonomous Agents and Multi-Agent Systems

Sequence-Learning Algorithm Based on Backward Chaining

Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems

An Efficient Dynamic Algorithm for Maintaining All-Pairs Shortest Paths in Stochastic Networks

IEEE Transactions on Computers

A new fine-grained evolutionary algorithm based on cellular learning automata

International Journal of Hybrid Intelligent Systems

A new optimization heuristic for continuous and integer decisions with constraints in simulation

WSC '05 Proceedings of the 37th conference on Winter simulation

Benefits of wavelength conversion in optical WDM mesh networks with dynamic routing

PDCN'06 Proceedings of the 24th IASTED international conference on Parallel and distributed computing and networks

Stochastic learning-based weak estimation of multinomial random variables and its applications to pattern recognition in non-stationary environments

Pattern Recognition

A new high rate adaptive wireless data dissemination scheme

Computer Communications

Adaptive load balancing of parallel applications with multi-agent reinforcement learning on heterogeneous systems

Scientific Programming - Distributed Computing and Applications

Perspectives on multiagent learning

Artificial Intelligence

Dynamic Spectrum Access with QoS and Interference Temperature Constraints

IEEE Transactions on Mobile Computing

Exploring selfish reinforcement learning in repeated games with stochastic rewards

Autonomous Agents and Multi-Agent Systems

Routing Bandwidth-Guaranteed Paths in MPLS Traffic Engineering: A Multiple Race Track Learning Approach

IEEE Transactions on Computers

Idea, conception and realisation of learning abilities for robot control using a Situation-Operator-Model

International Journal of Intelligent Systems Technologies and Applications

Intelligent sensory evaluation: Concepts, implementations, and applications

Mathematics and Computers in Simulation

Alopex: A correlation-based learning algorithm for feedforward and recurrent neural networks

Neural Computation

Brief paper: Asynchronous cellular learning automata

Automatica (Journal of IFAC)

Case-based myopic reinforcement learning for satisfying target service level in supply chain

Expert Systems with Applications: An International Journal

Fairness in multi-agent systems

The Knowledge Engineering Review

Modeling and simulating a disease outbreak by learning a contagion parameter-based model

Proceedings of the 2008 Spring simulation multiconference

Artificial agents learning human fairness

Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 2

Evaluating Learning Automata as a Model for Cooperation in Complex Multi-agent Domains

RoboCup 2006: Robot Soccer World Cup X

Multi-agent Learning Dynamics: A Survey

CIA '07 Proceedings of the 11th international workshop on Cooperative Information Agents XI

A Hierarchy of Twofold Resource Allocation Automata Supporting Optimal Web Polling

IEA/AIE '08 Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence

A Learning Automata Approach to Multi-agent Policy Gradient Learning

KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II

Coordinated Exploration in Conflicting Multi-stage Games

KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II

Distributed Learning of Wardrop Equilibria

UC '08 Proceedings of the 7th international conference on Unconventional Computing

Online optimization of replacement policies using learning automata

International Journal of Systems Science

Stochastic learning solution for distributed discrete power control game in wireless data networks

IEEE/ACM Transactions on Networking (TON)

Formalizing Multi-state Learning Dynamics

WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 02

Towards end-to-end quality of service: controlling I/O interference in shared storage servers

Proceedings of the 9th ACM/IFIP/USENIX International Conference on Middleware

Skin segmentation based on cellular learning automata

Proceedings of the 6th International Conference on Advances in Mobile Computing and Multimedia

A learning automata-based algorithm for determination of the number of hidden units for three-layer neural networks

International Journal of Systems Science

From controlled dynamical systems to context-dependent grammars: A connectionist approach

Engineering Applications of Artificial Intelligence

A new evolutionary reinforcement scheme for stochastic learning automata

ICCOMP'08 Proceedings of the 12th WSEAS international conference on Computers

Group-Linking Method: A Unified Benchmark for Machine Learning with Recurrent Neural Network

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

Reinforcement Learning: A Tutorial Survey and Recent Advances

INFORMS Journal on Computing

2009 Special Issue: Adaptive learning via selectionism and Bayesianism, Part II: The sequential case

Neural Networks

2009 Special Issue: Adaptive learning via selectionism and Bayesianism, Part I: Connection between the two

Neural Networks

A memetic framework for describing and simulating spatial prisoner's dilemma with coalition formation

Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 1

State-coupled replicator dynamics

Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 2

Automatic control based on wasp behavioral model and stochastic learning automata

MAMECTIS'08 Proceedings of the 10th WSEAS international conference on Mathematical methods, computational techniques and intelligent systems

A Hierarchy of Twofold Resource Allocation Automata Supporting Optimal Sampling

IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence

Adaptive algorithms for routing and traffic engineering in stochastic networks

AAAI'04 Proceedings of the 19th national conference on Artifical intelligence

Reinforcement learning: a survey

Journal of Artificial Intelligence Research

On partially controlled multi-agent systems

Journal of Artificial Intelligence Research

Adaptive load balancing: a study in multi-agent learning

Journal of Artificial Intelligence Research

Web page ranking based on fuzzy and learning automata

Proceedings of the International Conference on Management of Emergent Digital EcoSystems

A formal analysis of why heuristic functions work

Artificial Intelligence

Effective page recommendation algorithms based on distributed learning automata and weighted association rules

Expert Systems with Applications: An International Journal

Performance optimization of an adaptive wireless push system in environments with locality of demand

Computer Communications

LACAS: learning automata-based congestion avoidance scheme for healthcare wireless sensor networks

IEEE Journal on Selected Areas in Communications - Special issue on wireless and pervasive communications for healthcare

Achieving microaggregation for secure statistical databases using fixed-structure partitioning-based learning automata

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Learning Automata Based Intelligent Tutorial-like System

KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part I

A learning automata based algorithm for optimization of continuous complex functions

Information Sciences: an International Journal

A learning-based channel allocation protocol for multi-radio wireless mesh networks

INFOCOM'09 Proceedings of the 28th IEEE international conference on Computer Communications Workshops

Committee, Expert Advice, and the Weighted Majority Algorithm: An Application to the Pricing Decision of a Monopolist

Computational Economics

Solving multiconstraint assignment problems using learning automata

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

A team of continuous-action learning automata for noise-tolerant learning of half-spaces

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Modeling a student-classroom interaction in a tutorial-like system using learning automata

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Random early detection for congestion avoidance in wired networks: a discretized pursuit learning-automata-like solution

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

New search algorithm for randomly located objects: a non-cooperative agent based approach

CISDA'09 Proceedings of the Second IEEE international conference on Computational intelligence for security and defense applications

Data aggregation in sensor networks using learning automata

Wireless Networks

Mobility-based multicast routing algorithm for wireless mobile Ad-hoc networks: A learning automata approach

Computer Communications

Unsupervised learning of synaptic delays based on learning automata in an RBF-like network of spiking neurons for data clustering

Neurocomputing

Clustering the wireless Ad Hoc networks: A distributed learning automata approach

Journal of Parallel and Distributed Computing

Clustering the wireless Ad Hoc networks: A distributed learning automata approach

Journal of Parallel and Distributed Computing

An intelligent backbone formation algorithm for wireless ad hoc networks based on distributed learning automata

Computer Networks: The International Journal of Computer and Telecommunications Networking

Knowledge discovery and emergent complexity in bioinformatics

KDECB'06 Proceedings of the 1st international conference on Knowledge discovery and emergent complexity in bioinformatics

Analyzing stigmergetic algorithms through automata games

KDECB'06 Proceedings of the 1st international conference on Knowledge discovery and emergent complexity in bioinformatics

On a dynamical analysis of reinforcement learning in games: emergence of Occam's Razor

CEEMAS'03 Proceedings of the 3rd Central and Eastern European conference on Multi-agent systems

A novel burst assembly algorithm for optical burst switched networks based on learning automata

ONDM'07 Proceedings of the 11th international IFIP TC6 conference on Optical network design and modeling

On using learning automata to model a student's behavior in a tutorial-like system

IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems

Stochastic point location in non-stationary environments and its applications

IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems

A consideration on the learning performances of the hierarchical structure learning automata (HSLA) operating in the general nonstationary multiteacher environment

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III

Optimal convergence in multi-agent MDPs

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III

Reinforcement learning-based load shared sequential routing

NETWORKING'07 Proceedings of the 6th international IFIP-TC6 conference on Ad Hoc and sensor networks, wireless networks, next generation internet

Analyzing the dynamics of stigmergetic interactions through pheromone games

Theoretical Computer Science

On using a hierarchy of twofold resource allocation automata to solve stochastic nonlinear resource allocation problems

AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence

An energy aware cellular learning automata based routing algorithm for sensor networks

ISCIT'09 Proceedings of the 9th international conference on Communications and information technologies

A novel learning based solution for efficient data transport in heterogeneous wireless networks

HiPC'08 Proceedings of the 15th international conference on High performance computing

Solving graph coloring problems using learning automata

EvoCOP'08 Proceedings of the 8th European conference on Evolutionary computation in combinatorial optimization

Combining finite learning automata with GSAT for the satisfiability problem

Engineering Applications of Artificial Intelligence

Virtual and intelligent traffic signs in rescue simulation system: imitation of human society in agent society

CIRA'09 Proceedings of the 8th IEEE international conference on Computational intelligence in robotics and automation

Parallel implementations of recurrent neural network learning

ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms

Scalability of learning impact on complex parameters in recurrent neural networks

ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms

An adaptive learning routing protocol for the prevention of distributed denial of service attacks in wireless mesh networks

Computers & Mathematics with Applications

Modeling a student's behavior in a tutorial-like system using learning automata

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Energy efficient learning solution for intrusion detection in wireless sensor networks

COMSNETS'10 Proceedings of the 2nd international conference on COMmunication systems and NETworks

A new nonlinear reinforcement scheme for stochastic learning automata

ACMOS'10 Proceedings of the 12th WSEAS international conference on Automatic control, modelling & simulation

Optimal sampling for estimation with constrained resources using a learning automaton-based solution for the nonlinear fractional knapsack problem

Applied Intelligence

Optimizing a new nonlinear reinforcement scheme with Breeder genetic algorithm

NN'10/EC'10/FS'10 Proceedings of the 11th WSEAS international conference on nural networks and 11th WSEAS international conference on evolutionary computing and 11th WSEAS international conference on Fuzzy systems

Learning to coordinate behaviors

AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 2

A novel learning based solution for efficient data transport in heterogeneous wireless networks

Wireless Networks

Learning to coordinate in complex networks

Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems

Learning automaton based on-line discovery and tracking of spatio-temporal event patterns

PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence

Evolutionary dynamics of regret minimization

ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II

Modeling a domain in a tutorial-like system using learning automata

Acta Cybernetica

DAG scheduling on heterogeneous distributed systems using learning automata

ACIIDS'10 Proceedings of the Second international conference on Intelligent information and database systems: Part II

An Adaptive Learning Scheme for Medium Access with Channel Reservation in Wireless Networks

Wireless Personal Communications: An International Journal

Solving multi-stage games with hierarchical learning automata that bootstrap

ALAMAS'05/ALAMAS'06/ALAMAS'07 Proceedings of the 5th , 6th and 7th European conference on Adaptive and learning agents and multi-agent systems: adaptation and multi-agent learning

Networks of learning automata and limiting games

ALAMAS'05/ALAMAS'06/ALAMAS'07 Proceedings of the 5th , 6th and 7th European conference on Adaptive and learning agents and multi-agent systems: adaptation and multi-agent learning

Solving non-stationary bandit problems by random sampling from sibling Kalman filters

IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III

A learning automata based solution to service selection in stochastic environments

IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III

Speeding up learning automata based multi agent systems using the concepts of stigmergy and entropy

Expert Systems with Applications: An International Journal

A Learning Automata-Based Cognitive Radio for Clustered Wireless Ad-Hoc Networks

Journal of Network and Systems Management

A cellular learning automata-based algorithm for solving the vertex coloring problem

Expert Systems with Applications: An International Journal

A Novel Adaptive Framework for Wireless Push Systems Based on Distributed Learning Automata

Wireless Personal Communications: An International Journal

A nonlinear reinforcement scheme for stochastic learning automata

MMACTEE'06 Proceedings of the 8th WSEAS international conference on Mathematical methods and computational techniques in electrical engineering

Learning automata-based algorithms for solving stochastic minimum spanning tree problem

Applied Soft Computing

A cellular learning automata-based deployment strategy for mobile wireless sensor networks

Journal of Parallel and Distributed Computing

A link stability-based multicast routing protocol for wireless mobile ad hoc networks

Journal of Network and Computer Applications

Generic reinforcement schemes and their optimization

ECC'11 Proceedings of the 5th European conference on European computing conference

Anomaly Detection in Dynamic Systems Using Weak Estimators

ACM Transactions on Internet Technology (TOIT)

Modeling with non-cooperative agents: destructive search for randomly located objects

Proceedings of the 2010 Summer Computer Simulation Conference

LLACA: An adaptive localized clustering algorithm for wireless ad hoc networks

Computers and Electrical Engineering

Learning automata based dynamic guard channel algorithms

Computers and Electrical Engineering

Using artificial intelligence techniques for strategy generation in the commons game

HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I

Intention recognition promotes the emergence of cooperation

Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems

The Bayesian pursuit algorithm: a new family of estimator learning automata

IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part II

A two-armed bandit based scheme for accelerated decentralized learning

IEA/AIE'11 Proceedings of the 24th international conference on Industrial engineering and other applications of applied intelligent systems conference on Modern approaches in applied intelligence - Volume Part II

Joint active queue management and congestion control protocol for healthcare applications in wireless body sensor networks

ICOST'11 Proceedings of the 9th international conference on Toward useful services for elderly and people with disabilities: smart homes and health telematics

Learning automata-based solutions to the optimal web polling problem modelled as a nonlinear fractional knapsack problem

Engineering Applications of Artificial Intelligence

SociableSense: exploring the trade-offs of adaptive sampling and computation offloading for social sensing

MobiCom '11 Proceedings of the 17th annual international conference on Mobile computing and networking

Weighted Steiner Connected Dominating Set and its Application to Multicast Routing in Wireless MANETs

Wireless Personal Communications: An International Journal

A two-armed bandit collective for examplar based mining of frequent itemsets with applications to intrusion detection

ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part I

Learning to cooperate via policy search

UAI'00 Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence

Learning in multi-level stochastic games with delayed information

UAI'94 Proceedings of the Tenth international conference on Uncertainty in artificial intelligence

On families of new adaptive compression algorithms suitable for time-varying source data

ADVIS'04 Proceedings of the Third international conference on Advances in Information Systems

On utilizing stochastic learning weak estimators for training and classification of patterns with non-stationary distributions

KI'05 Proceedings of the 28th annual German conference on Advances in Artificial Intelligence

A learning automata-based heuristic algorithm for solving the minimum spanning tree problem in stochastic graphs

The Journal of Supercomputing

Lists on lists: a framework for self-organizing lists in environments with locality of reference

WEA'06 Proceedings of the 5th international conference on Experimental Algorithms

Learning-TCP: a novel learning automata based congestion window updating mechanism for ad hoc wireless networks

HiPC'05 Proceedings of the 12th international conference on High Performance Computing

New learning algorithm for hierarchical structure learning automata operating in p-model stationary random environment

CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I

Construction of a learning automaton for cycle detection in noisy data sequences

ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences

How many parallel TCP sessions to open: a pricing perspective

ICQT'06 Proceedings of the 5th international conference on Internet Charging and QoS Technologies: performability has its Price

Agent-controlled distributed resource sharing to improve p2p file exchanges in user networks

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II

From feedback control to complexity management: a personal perspective

Switching and Learning in Feedback Systems

More about base station location games

Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools

Learning automata based algorithms for mapping of a class of independent tasks over highly heterogeneous grids

EGC'05 Proceedings of the 2005 European conference on Advances in Grid Computing

Learning automata-based approach to learn dialogue policies in large state space

International Journal of Intelligent Information and Database Systems

Empirical verification of a strategy for unbounded resolution in finite player goore games

AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence

Stochastic learning automata for self-coordination in heterogeneous multi-tasks selection in multi-robot systems

MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I

Learning automata as a basis for multi agent reinforcement learning

LAMAS'05 Proceedings of the First international conference on Learning and Adaption in Multi-Agent Systems

Heterogeneous populations of learning agents in the minority game

ALA'11 Proceedings of the 11th international conference on Adaptive and Learning Agents

Tracking the preferences of users using weak estimators

AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence

CLA-DE: a hybrid model based on cellular learning automata for numerical optimization

Applied Intelligence

Service selection in stochastic environments: a learning-automaton based solution

Applied Intelligence

Finding minimum weight connected dominating set in stochastic graph based on learning automata

Information Sciences: an International Journal

Brief A strategy for controlling nonlinear systems using a learning automaton

Automatica (Journal of IFAC)

Hybrid life-extending control of mechanical systems: experimental validation of the concept

Automatica (Journal of IFAC)

Decentralized multi-tasks distribution in heterogeneous robot teams by means of ant colony optimization and learning automata

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I

Research: WDM passive star networks: a learning automata-based architecture

Computer Communications

Analytical solutions of N-person games

Complexity

An adaptive backbone formation algorithm for wireless sensor networks

Computer Communications

Sleep-based topology control in the Ad Hoc networks by using fitness aware learning automata

Computers & Mathematics with Applications

Extremal optimization vs. learning automata: Strategies for spin selection in portfolio selection problems

Applied Soft Computing

Partially decentralized reinforcement learning in finite, multi-agent Markov decision processes

AI Communications

A learning automata-based uplink scheduler for supporting real-time multimedia interactive traffic in IEEE 802.16 WiMAX networks

Computer Communications

A hierarchical learning scheme for solving the stochastic point location problem

IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence

Discretized bayesian pursuit --- a new scheme for reinforcement learning

IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence

A distributed resource discovery algorithm for P2P grids

Journal of Network and Computer Applications

A new approach to the job scheduling problem in computational grids

Cluster Computing

A learning automata-based fault-tolerant routing algorithm for mobile ad hoc networks

The Journal of Supercomputing

An adaptive learning automata-based ranking function discovery algorithm

Journal of Intelligent Information Systems

An efficient approach for distributed channel allocation with learning automata-based reservation in cellular networks

Simulation

An adaptive learning to rank algorithm: Learning automata approach

Decision Support Systems

A MAC Protocol for Bursty Traffic Ad-Hoc Wireless LANs with Energy Efficiency

Wireless Personal Communications: An International Journal

LAMR: learning automata based multicast routing protocol for multi-channel multi-radio wireless mesh networks

Applied Intelligence

Modeling a teacher in a tutorial-like system using learning automata

Transactions on Computational Collective Intelligence VIII

Fast permutation learning

LION'12 Proceedings of the 6th international conference on Learning and Intelligent Optimization

Stochastic policy search for variance-penalized semi-Markov control

Proceedings of the Winter Simulation Conference

Stochastic Learning for SAT-Encoded Graph Coloring Problems

International Journal of Applied Metaheuristic Computing

Safe exploration of state and action spaces in reinforcement learning

Journal of Artificial Intelligence Research

LAAP: A Learning Automata-based Adaptive Polling Scheme for Clustered Wireless Ad-Hoc Networks

Wireless Personal Communications: An International Journal

Degree constrained minimum spanning tree problem: a learning automata approach

The Journal of Supercomputing

An energy-efficient topology construction algorithm for wireless sensor networks

Computer Networks: The International Journal of Computer and Telecommunications Networking

Mobility-Based Backbone Formation in Wireless Mobile Ad-hoc Networks

Wireless Personal Communications: An International Journal

Accelerated Bayesian learning for decentralized two-armed bandit based decision making with applications to the Goore Game

Applied Intelligence

Maximizing Lifetime of Target Coverage in Wireless Sensor Networks Using Learning Automata

Wireless Personal Communications: An International Journal

Joint Admission Control and Channel Selection Based on Multi Response Learning Automata (MRLA) in Cognitive Radio Networks

Wireless Personal Communications: An International Journal

A vision for a stochastic reasoner for autonomic cloud deployment

Proceedings of the Second Nordic Symposium on Cloud Computing & Internet Technologies

Energy-efficient backbone formation in wireless sensor networks

Computers and Electrical Engineering

Adaptive cooperative particle swarm optimizer

Applied Intelligence

Learning automata-based virtual backoff algorithm for efficient medium access in vehicular ad hoc networks

Journal of Systems Architecture: the EUROMICRO Journal

Fostering Cooperation through Dynamic Coalition Formation and Partner Switching

ACM Transactions on Autonomous and Adaptive Systems (TAAS)

Learning Automata-based Opportunistic Data Aggregation and Forwarding scheme for alert generation in Vehicular Ad Hoc Networks

Computer Communications

A Prioritization Based Congestion Control Protocol for Healthcare Monitoring Application in Wireless Sensor Networks

Wireless Personal Communications: An International Journal

Optimized Congestion Management Protocol for Healthcare Wireless Sensor Networks

Wireless Personal Communications: An International Journal

On incorporating the paradigms of discretization and Bayesian estimation to create a new family of pursuit learning automata

Applied Intelligence

Performance evaluation of acoustic underwater data broadcasting exploiting the bandwidth-distance relationship

Mobile Information Systems

On the use of fuzzy logic and learning automata optimization to resolve the Liar and related paradoxes

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology