ElegantRL
ElegantRL provides a cloud-native deep reinforcement learning framework optimized for scalability, elasticity, and lightweight performance. Its architecture supports major DRL algorithms such as DDPG, TD3, and PPO on platforms like Isaac Gym and OpenAI Gym. Utilizing parallelism, it offers improved performance and stability over Ray RLlib and Stable Baselines 3, reducing training resources. This makes it adaptable for various environments and applications, from single-agent to multi-agent scenarios.
