LLM-Guided Reinforcement Learning: Addressing Training Bottlenecks through Policy Modulation

Heng Tan, Hua Yan, Yu Yang

While reinforcement learning (RL) has achieved notable success in various domains, training effective policies for complex tasks remains challenging. Agents often converge to local…