<ul><li>SalesRLAgent is a novel framework utilizing reinforcement learning to predict conversion probability in real-time sales conversations.</li><li>It treats conversion prediction as a sequential decision problem, training on synthetic data generated using GPT-4O.</li><li>SalesRLAgent achieves 96.7% accuracy in conversion prediction, outperforming traditional LLM-only approaches by 34.7%.</li><li>Integration with existing sales platforms shows a 43.2% increase in conversion rates when representatives utilize SalesRLAgent's real-time guidance.</li></ul>

SalesRLAgent: A Reinforcement Learning Approach for Real-Time Sales Conversion Prediction and Optimization

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