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Published at October 28

Capacity-Aware Planning and Scheduling in Budget-Constrained Monotonic MDPs: A Meta-RL Approach

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Released Date: October 28, 2024

Authors: Manav Vora¹, Ilan Shomorony², Melkior Ornik¹

Aff.: ¹Department of Aerospace Engineering and Coordinated Science Laboratory, University of Illinois Urbana Champaign, Urbana, USA; ²Department of Electrical and Computer Engineering, University of Illinois Urbana Champaign, Urbana, USA

Arxiv: https://arxiv.org/abs/2410.21249v1

Swarm Size	Repair Team Size	LSAP	Baseline
10	3	28.13	25.67
20	6	41.51	37.70
50	15	44.93	43.59
100	30	50.73	48.39
300	90	47.78	49.20
500	150	48.42	48.40
1000	300	47.51	47.51