Beacon: A Lightweight Deep Reinforcement Learning Benchmark Library for Flow Control

This work proposes beacon, an open-source benchmark library composed of seven lightweight one-dimensional and two-dimensional flow control problems with various characteristics, action and observation space properties, and CPU requirements, to facilitate the systematic assessment of deep reinforcement learning algorithms for flow control.