notesum.ai

Published at November 6

cs.AI

cs.LG

Released Date: November 6, 2024

Authors: Tyler Clark¹, Mark Towers¹, Christine Evers¹, Jonathon Hare¹

Aff.: ¹University of Southampton

Category	BTR	w/o Munchausen	w/o IQN	w/o SN	w/o Impala	w/o Maxpool
Action Gap	0.276	0.060	0.154	0.280	0.403	0.282
% Action Swaps	33.9%	47.0%	45.2%	42.2%	30.9%	39.7%
Policy Churn	2.9%	8.5%	0.5%	2.1%	3.5%	2.8%
Score ColorJitter	196k	90k	97k	167k	5k	149k
Score $\epsilon=0.03$	96k	53k	49k	86k	5k	72k
Score $\epsilon=0.01$	211k	88k	89k	173k	5k	138k
Score $\epsilon=0$	351k	211k	196k	366k	5k	500k