Self-Driving Telescopes: Autonomous Scheduling of Astronomical Observation Campaigns with Offline Reinforcement Learning.
Franco TerranovaMaggie VoetbergBrian NordAmanda PagulPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- autonomous learning
- scheduling problem
- earth observing
- function approximation
- real time
- scheduling algorithm
- resource allocation
- round robin
- cooperative
- learning capabilities
- social media
- reinforcement learning algorithms
- learning algorithm
- parallel machines
- resource constraints
- real time database systems
- flexible manufacturing systems
- multi agent
- state space
- dynamic programming
- temporal difference
- learning process
- temporal difference learning
- parallel processors
- autonomous mental development
- robotic control
- autonomous driving
- optimal solution
- multi agent systems
- robotic systems
- autonomous systems
- function approximators
- learning problems
- model free