Hierarchical Resource Partitioning on Modern GPUs: A Reinforcement Learning Approach.
Urvij SaroliyaEishi ArimaDai LiuMartin SchulzPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- resource management
- state space
- general purpose
- multi agent
- function approximation
- hierarchical reinforcement learning
- temporal difference
- resource allocation
- coarse to fine
- robotic control
- partitioning algorithm
- reinforcement learning algorithms
- computational power
- information resources
- parallel processing
- markov decision processes
- learning process
- machine learning
- real time
- optimal control
- hierarchical structure
- model free
- action selection
- optimal policy
- mobile robot
- function approximators
- temporal difference learning
- neural network