Training Language Agents to Learn from Experience

1. 1Build a language agent using a framework like RAG
2. 2Run the agent in an interactive environment to collect experience data
3. 3Configure the In-context Training (ICT) task to evaluate cross-task self-improvement
4. 4Test the agent's performance on unseen tasks
5. 5Apply the ICT framework to distill experience into reusable lessons

AI engineers and researchers on a team can benefit from this knowledge to develop more efficient language agents, while product managers can use it to improve chatbot performance

💡 Language agents can learn from experience and improve performance on future tasks using ICT

💡 Train language agents to learn from experience with In-context Training (ICT)!