A Simulation Suite for Tackling Applied Reinforcement Learning Challenges

1 · Google AI Research · Aug. 12, 2020, 6:02 p.m.
Posted by Daniel J. Mankowitz, Research Scientist, DeepMind and Gabriel Dulac-Arnold, Research Scientist, Google Research Reinforcement Learning (RL) has proven to be effective in solving numerous complex problems ranging from Go, StarCraft and Minecraft to robot locomotion and chip design. In each of these cases, a simulator is available or the real environment is quick and inexpensive to access. Yet, there are still considerable challenges to deploying RL to real-world products and systems. Fo...