LGOct 12, 2016
Introduction to the "Industrial Benchmark"
arXiv:1610.03793v27 citations
Originality Synthesis-oriented
AI Analysis
This provides a new benchmark for researchers in reinforcement learning, but it is incremental as it focuses on domain-specific challenges without introducing a novel method.
The authors introduced the Industrial Benchmark, a reinforcement learning benchmark designed to mimic the hardness and complexity of industrial applications, though it is not based on any real system.
A novel reinforcement learning benchmark, called Industrial Benchmark, is introduced. The Industrial Benchmark aims at being be realistic in the sense, that it includes a variety of aspects that we found to be vital in industrial applications. It is not designed to be an approximation of any real system, but to pose the same hardness and complexity.