University of Utah; UC Berkeley
Albert Wilcox, Ashwin Balakrishna, Jules Dedieu, Wyame Benslimane, Daniel Brown, Ken Goldberg
reinforcement learning;sparse reward reinforcement learning;reinforcement learning from demonstrations;online reinforcement learning
Monte Carlo Augmented Actor-Critic for Sparse Reward Deep Reinforcement Learning from Suboptimal Demonstrations