Reinforcement Learning
We talked about reinforcement learning a lot in the context of video games and simulations. When it comes to deploying reinforcement learning, the crucial part is to build a framework within which an RL agent can be trained.
Current most popular frameworks for reinforcement learning include:
- DeepMind Lab for 3D games like Quake,
- Arcade Learning Environment,
- Google Research Football,
- OpenAI Gym.
Reinforcement learning is still relatively new and undeveloped, and there’s no one standard for benchmarking progress. However, RL is actively researched, and we should see a lot of breakthroughs in fundamental techniques and applications in upcoming years.
