Reinforcement Learning-Based Resource Allocation for Streaming in a Multi-Modal Deep Space Network.
Taeyun HaJunsuk OhDonghyun LeeJeonghwa LeeYongin JeonSungrae ChoPublished in: ICTC (2021)
Keyphrases
- multi modal
- resource allocation
- optimal resource allocation
- deep space
- reinforcement learning
- resource allocation problems
- resource management
- multi modality
- audio visual
- allocation problems
- allocate resources
- resource allocation decisions
- scarce resources
- cross modal
- peer to peer
- fusing multiple
- machine learning
- distributed resource allocation
- resource allocation and scheduling
- dynamic resource allocation
- multiple modalities
- allocation strategies
- resource usage
- markov decision processes
- optimal policy
- high dimensional
- decision making
- learning algorithm