Raymond J. Mooney

PixL2R: Guiding Reinforcement Learning Using Natural Language by Mapping Pixels to Rewards

2020 · arXiv (Cornell University)

Reinforcement learning (RL), particularly in sparse reward settings, often requires prohibitively large numbers of interactions with the environment, thereby limiting its applicability to complex problems. To address this, several prior approaches have used natural language …