Handbook of Learning and Approximate Dynamic Programming (IEEE Press Series on Computational Intelligence)

Provably near-optimal sampling-based algorithms for Stochastic inventory control models

Proceedings of the thirty-eighth annual ACM symposium on Theory of computing

Book review:

Interfaces

Combination of biometric data and learning algorithms for both generation and application of a secure communication link

Integrated Computer-Aided Engineering - Artificial Neural Networks

A theoretical framework for quality-aware cross-layer optimized wireless multimedia communications

Advances in Multimedia

Sequence Labeling with Reinforcement Learning and Ranking Algorithms

ECML '07 Proceedings of the 18th European conference on Machine Learning

ADHDP for the pH Value Control in the Clarifying Process of Sugar Cane Juice

ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks

Integrated cognitive architectures: a survey

Artificial Intelligence Review

2009 Special Issue: Intelligence in the brain: A theory of how it works and how to build it

Neural Networks

Performance Evaluation of Direct Heuristic Dynamic Programming using Control-Theoretic Measures

Journal of Intelligent and Robotic Systems

2009 Special Issue: Optimal control of unknown affine nonlinear discrete-time systems using offline-trained neural networks with proof of convergence

Neural Networks

Direct code access in self-organizing neural networks for reinforcement learning

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence

Reinforcement-learning-based output-feedback control of nonstrict nonlinear discrete-time systems with application to engine emission control

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

Reinforcement learning and adaptive dynamic programming for feedback control

IEEE Circuits and Systems Magazine

Asymptotically stable adaptive critic design for uncertain nonlinear systems

ACC'09 Proceedings of the 2009 conference on American Control Conference

Online actor critic algorithm to solve the continuous-time infinite horizon optimal control problem

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

LS-SVM based neural controller as optimized by particle swarm algorithm using dual heuristic dynamic programming

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

A retrospective on adaptive dynamic programming for control

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

An improved method of DHP for optimal control in the clarifying process of sugar cane juice

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Generalized policy iteration for continuous-time systems

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

An agent-based computational model of a self-organizing project management paradigm for research teams

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

An alpha derivative formulation of the Hamilton-Jacobi-Bellman equation of dynamic programming

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Neural dynamic programming based temperature optimal control for cement calcined process

CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference

Restless watchdog: selective quickest spectrum sensing in multichannel cognitive radio systems

EURASIP Journal on Advances in Signal Processing - Special issue on dynamic spectrum access for wireless networking

Feature Article---Merging AI and OR to Solve High-Dimensional Stochastic Optimization Problems Using Approximate Dynamic Programming

INFORMS Journal on Computing

Using control theory for analysis of reinforcement learning and optimal policy properties in grid-world problems

ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications

Approximate Dynamic Programming for Ambulance Redeployment

INFORMS Journal on Computing

A stochastic approximation method with max-norm projections and its applications to the Q-learning algorithm

ACM Transactions on Modeling and Computer Simulation (TOMACS)

Approximate robust policy iteration using multilayer perceptron neural networks for discounted infinite-horizon Markov decision processes with uncertain correlated transition matrices

IEEE Transactions on Neural Networks

Discrete dual-heuristic programming in 3DOF manipulator control

ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II

Discrete model-based adaptive critic designs in wheeled mobile robot control

ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II

A hybrid agent architecture integrating desire, intention and reinforcement learning

Expert Systems with Applications: An International Journal

Approximate dynamic programming for an inventory problem: Empirical comparison

Computers and Industrial Engineering

A simulation-based approximate dynamic programming approach for the control of the Intel Mini-Fab benchmark model

Winter Simulation Conference

Ambulance redeployment: an approximate dynamic programming approach

Winter Simulation Conference

Statistical optimal control using neural networks

ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II

A three-network architecture for on-line learning and optimization based on adaptive dynamic programming

Neurocomputing

Finite-horizon neuro-optimal tracking control for a class of discrete-time nonlinear systems using adaptive dynamic programming approach

Neurocomputing

Axiomatisation of fully probabilistic design

Information Sciences: an International Journal

Self-organizing neural architecture for reinforcement learning

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I

Development of a neural net-based, personalized secure communication link

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I

The K best-paths approach to approximate dynamic programming with application to portfolio optimization

AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence

Decentralized path planning for multi-agent teams with complex constraints

Autonomous Robots

Neural dynamic programming in reactive navigation of wheeled mobile robot

ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part II

Genetic programming for generalised helicopter hovering control

EuroGP'12 Proceedings of the 15th European conference on Genetic Programming

Thalamic cooperation between the cerebellum and basal ganglia with a new tropism-based action-dependent heuristic dynamic programming method

Neurocomputing

An iterative adaptive dynamic programming algorithm for optimal control of unknown discrete-time nonlinear systems with constrained inputs

Information Sciences: an International Journal

A novel actor-critic-identifier architecture for approximate optimal control of uncertain nonlinear systems

Automatica (Journal of IFAC)

Reinforcement learning approach to multi-stage decision making problems with changes in action sets

Artificial Life and Robotics

Adaptive value function approximation for continuous-state stochastic dynamic programming

Computers and Operations Research

Characterizing an effective hospital admissions scheduling and control management system: a genetic algorithm approach

Proceedings of the Winter Simulation Conference

Neural-network-based zero-sum game for discrete-time nonlinear systems via iterative adaptive dynamic programming algorithm

Neurocomputing

Neuro-optimal control for a class of unknown nonlinear dynamic systems using SN-DHP technique

Neurocomputing

Neural-network-based optimal tracking control scheme for a class of unknown discrete-time nonlinear systems using iterative ADP algorithm

Neurocomputing