For the last three years, Catalyst-Team has been working on Catalyst — a high-level PyTorch framework for Deep Learning Research and Development. In this post, I would like to share our vision on high-level Deep Learning framework API and show current development progress on various examples.
Every year the topic of reinforcement learning (RL) is getting hotter and more hype. And every year, DeepMind and OpenAI add fuel to the fire with a new superhuman performance bot. Is there something really worthwhile behind this? And what are the latest trends in the entire RL variety? Let's find out!