GDM Holding received 1 granted patent this quarter in the AI & Machine Learning category.
The patent covers a multi-agent reinforcement learning system designed to train AI agents in mastering complex tasks. This approach enables agents to learn from one another through cooperative and competitive matchmaking policies, facilitating skill development through interaction.
The single AI & Machine Learning patent addresses the challenge of training multiple AI agents simultaneously through a matchmaking policy framework. Rather than training agents in isolation, the system pairs them strategically during the learning process, allowing each agent to adopt different strategies and hyperparameters while still benefiting from observing and interacting with others. This creates a population of agents that improve collectively, with the matchmaking mechanism determining which agents train together based on their current capabilities and learning objectives.