Olivia Watkins

Teachable Reinforcement Learning via Advice Distillation

2022 · arXiv (Cornell University)

Training automated agents to complete complex tasks in interactive environments is challenging: reinforcement learning requires careful hand-engineering of reward functions, imitation learning requires specialized infrastructure and access to a human expert, and learning from intermediate …