Aleksei Shpilman

Self-Imitation Learning from Demonstrations

2022 · arXiv (Cornell University)

Despite the numerous breakthroughs achieved with Reinforcement Learning (RL), solving environments with sparse rewards remains a challenging task that requires sophisticated exploration. Learning from Demonstrations (LfD) remedies this issue by guiding the agent's exploration towards …