Best Pearl Alternatives in 2026

Looking for a free or open-source alternative to Pearl? We compared the top productivity tools to help you find the right fit. Pearl is a production-ready reinforcement learning agent library developed by Meta's Applied Reinforcement Learning team. It provides tools for building, training, and deploying RL agents in real-world applications, with a focus on scalability and reliability.