Why teach your LLM to add numbers when you can teach it to use a calculator instead? This project explores techniques for augmenting interactive AI agents with information from symbolic modules, much like humans use tools like calculators and GPS systems to assist with arithmetic and navigation.
- Behavior Cloned Transformers are Neurosymbolic ReasonersIn European Chapter of the Association for Computational Linguistics (EACL), Apr 2023
- Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World ModellingIn International Conference on Machine Learning (ICML), Apr 2023
- SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive TasksIn Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS), Apr 2023