3 citations · 5 across the 3 of their papers we have counts for
3 papers
Principal Trade-off Analysis
Alexander Strang, David SeWell, Alexander Kim +2
How are the advantage relations between a set of agents playing a game organized and how do they reflect the structure of the game? In this paper, we illustrate "Principal Trade-of…
Soft Actor-Critic with Inhibitory Networks for Faster Retraining
Jaime S. Ide, Daria Mićović, Michael J. Guarino +3
Reusing previously trained models is critical in deep reinforcement learning to speed up training of new agents. However, it is unclear how to acquire new skills when objectives an…
Hierarchical Reinforcement Learning for Air Combat at DARPA's AlphaDogfight Trials
Adrian P. Pope, Jaime S. Ide, Daria Micovic +7
Autonomous control in high-dimensional, continuous state spaces is a persistent and important challenge in the fields of robotics and artificial intelligence. Because of high risk…