**RELATED WORK** <cite>EmbodiedQA</cite> Methods: Das et al. <cite>[5]</cite> introduced the <cite>PACMAN-RL+Q</cite> model which is bootstrapped with expert shortest-path demonstrations and later fine-tuned with REINFORCE [24] .