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

Peter Vamplew, John Yearwood, Richard Dazeley, Adam Berry. On the Limitations of Scalarisation for Multi-objective Reinforcement Learning of Pareto Fronts. In Wayne Wobcke, Mengjie Zhang, editors, AI 2008: Advances in Artificial Intelligence, 21st Australasian Joint Conference on Artificial Intelligence, Auckland, New Zealand, December 1-5, 2008. Proceedings. Volume 5360 of Lecture Notes in Computer Science, pages 372-378, Springer, 2008. [doi]

Abstract

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