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Published at November 5

Accelerating Task Generalisation with Multi-Level Hierarchical Options

cs.AI

cs.LG

Released Date: November 5, 2024

Authors: Thomas P Cannon¹, Özgür Simsek¹

Aff.: ¹Department of Computer Science, University of Bath, Bath, England

Arxiv: http://arxiv.org/abs/2411.02998v1

Refer to caption

	Final IID	Final OOD	Peak OOD
FraCOs	13.04	8.33	9.18
FraCOs-SSR	16.16	11.47	12.37
OC-PPO	11.00	7.74	8.47
PPO-5	11.97	6.67	6.84
PPO-25	17.68	8.27	9.13