Cogment
Cogment Overview
Cogment is an innovative open-source platform that enables the building, training, and operation of AI agents in simulated or real environments shared with humans. It is designed to address the challenges of continuously training humans and AI together. Cogment Verse, a part of the platform, is an SDK that assists researchers and developers in human-in-the-loop learning and multi-agent reinforcement learning. It is compatible with various tech stacks and allows for the development of tech-heterogeneous components. The platform also supports multi-experience learning and implementation swapping, providing a seamless transition between development and deployment.
Cogment Highlights
- It allows for continuous training of AI and humans together, requiring less data and enabling real-time adaptation.
- It supports orchestration of intelligence ecosystems, combining the best of human and AI capabilities, and facilitating human supervision when it matters.
- It provides a safe and simple design for training in simulation and progressive deployment to real environments.
Use Cases
A business can use Cogment to train AI and human customer support agents together. The platform allows for continuous learning and adaptation, enabling the AI to learn from human agents in real-time and vice versa.
This results in a more efficient and effective customer support system, with AI agents capable of handling simpler queries and human agents stepping in for more complex issues. The continuous learning also ensures that the AI is always improving and adapting to new customer needs and scenarios.
Cogment can be used by companies developing autonomous vehicles. The platform's ability to support training in simulated environments allows for the safe and efficient training of AI systems for autonomous driving.
This leads to the development of more reliable and safe autonomous vehicles, as the AI systems are trained in a controlled environment before being progressively deployed to real-world scenarios.
Healthcare institutions can use Cogment for training AI systems in medical diagnosis. The platform's human-in-the-loop learning feature allows for the combination of human expertise and AI capabilities, with human supervision when necessary.
This results in more accurate and efficient medical diagnoses, with the AI system learning from human experts and being able to handle simpler cases, while human experts handle more complex cases and supervise the AI's learning and decision-making.