Multi-criteria Reinforcement Learning

Reinforcement Learning for Call Admission Control and Routing under Quality of Service Constraints in Multimedia Networks

Machine Learning

Multiple Reward Criterion for Cooperative Behavior Acquisition in a Muliagent Environment

RoboCup-99: Robot Soccer World Cup III

A Geometric Approach to Multi-Criterion Reinforcement Learning

The Journal of Machine Learning Research

Efficient QoS Provisioning for Adaptive Multimedia in Mobile Communication Networks by Reinforcement Learning

BROADNETS '04 Proceedings of the First International Conference on Broadband Networks

Dynamic preferences in multi-criteria reinforcement learning

ICML '05 Proceedings of the 22nd international conference on Machine learning

Efficient QoS provisioning for adaptive multimedia in mobile communication networks by reinforcement learning

Mobile Networks and Applications - Special issue: Recent advances in wireless networking

An argumentation based approach for practical reasoning

AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems

Using the XCS Classifier System for Multi-objective Reinforcement Learning Problems

Artificial Life

Research Issues in Multiple Policy Optimization Using Collaborative Reinforcement Learning

SEAMS '07 Proceedings of the 2007 International Workshop on Software Engineering for Adaptive and Self-Managing Systems

Towards a formal framework for multi-objective multiagent planning

Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems

Learning all optimal policies with multiple criteria

Proceedings of the 25th international conference on Machine learning

Transfer in variable-reward hierarchical reinforcement learning

Machine Learning

On the Limitations of Scalarisation for Multi-objective Reinforcement Learning of Pareto Fronts

AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence

A new marketing strategy map for direct marketing

Knowledge-Based Systems

A method of stepwise benchmarking for inefficient DMUs based on the proximity-based target selection

Expert Systems with Applications: An International Journal

Hard constrained semi-Markov decision processes

AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1

Coordination and multi-tasking using EMT

AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 1

Risk-sensitive reinforcement learning applied to control under constraints

Journal of Artificial Intelligence Research

Constructing Stochastic Mixture Policies for Episodic Multiobjective Reinforcement Learning Tasks

AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence

Multi-policy optimization in self-organizing systems

SOAR'09 Proceedings of the First international conference on Self-organizing architectures

Reinforcement learning for MDPs with constraints

ECML'06 Proceedings of the 17th European conference on Machine Learning

Stochastic policy search for variance-penalized semi-Markov control

Proceedings of the Winter Simulation Conference

An empirical comparison of two common multiobjective reinforcement learning algorithms

AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence

Linear fitted-Q iteration with multiple reward functions

The Journal of Machine Learning Research

Adaptive multi-objective reinforcement learning with hybrid exploration for traffic signal control based on cooperative multi-agent framework

Engineering Applications of Artificial Intelligence

A survey of multi-objective sequential decision-making

Journal of Artificial Intelligence Research

Vector-Value Markov Decision Process for multi-objective stochastic path planning

International Journal of Hybrid Intelligent Systems