Extracting Heuristics from Large Language Models for Reward Shaping in Reinforcement Learning

Siddhant Bhambri, Amrita Bhattacharjee, Durgesh Kalwar +3

Reinforcement Learning (RL) suffers from sample inefficiency in sparse reward domains, and the problem is further pronounced in case of stochastic transitions. To improve the sampl…