7 citations · 7 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 7 cited
Augmenting GAIL with BC for sample efficient imitation learning
Rohit Jena, Changliu Liu, Katia Sycara
Imitation learning is the problem of recovering an expert policy without access to a reward signal. Behavior cloning and GAIL are two widely used methods for performing imitation l…
cs.AI2018
Learning Time-Sensitive Strategies in Space Fortress
Akshat Agarwal, Ryan Hope, Katia Sycara
Although there has been remarkable progress and impressive performance on reinforcement learning (RL) on Atari games, there are many problems with challenging characteristics that…