ExploRLLM: Guiding Exploration in Reinforcement Learning with Large Language Models (bibtex)

by Runyu Ma, Jelle Luijkx, Zlatan Ajanović, and Jens Kober

Reference:

Runyu Ma, Jelle Luijkx, Zlatan Ajanović, and Jens Kober. ExploRLLM: Guiding Exploration in Reinforcement Learning with Large Language Models. In IEEE International Conference on Robotics and Automation (ICRA), 2025.

Bibtex Entry:

@InProceedings{Ma2025ICRA,
  author    = {Ma, Runyu AND Luijkx, Jelle AND Ajanovi\'{c}, Zlatan AND Kober, Jens},
  booktitle = {IEEE International Conference on Robotics and Automation (ICRA)},
  title     = {{ExploRLLM}: Guiding Exploration in Reinforcement Learning with Large Language Models},
  year      = {2025},
  file      = {https://arxiv.org/pdf/2403.09583.pdf},
  oa        = {green},
  webpage   = {https://explorllm.github.io/},
  project   = {TERI and OpenDR},
}