Deep Reinforcement Learning for Fairness in Distributed Robotic Multi-type Resource Allocation.
Qinyun ZhuJae C. OhPublished in: ICMLA (2018)
Keyphrases
- resource allocation
- multi type
- reinforcement learning
- distributed resource allocation
- resource allocation and scheduling
- resource management
- resource allocation problems
- allocation problems
- data objects
- distributed systems
- relational data
- game theory
- multi agent
- cooperative
- grid environment
- social welfare
- learning algorithm
- mobile robot
- cost model
- state space
- allocation strategies
- dynamic resource allocation
- multiple types
- learning process
- optimal resource allocation
- resource allocation decisions
- supervised learning
- markov decision processes
- heterogeneous data
- machine learning
- contextual information
- relational databases