Prompted Policy Search: Reinforcement Learning through Linguistic and Numerical Reasoning in LLMs

Yifan Zhou, Sachin Grover, Mohamed El Mistiri +7

Reinforcement Learning (RL) traditionally relies on scalar reward signals, limiting its ability to leverage the rich semantic knowledge often available in real-world tasks. In cont…