Efficient Exploration in Resource-Restricted Reinforcement Learning.
Zhihai WangTaoxing PanQi ZhouJie WangPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- resource allocation
- transfer learning
- function approximation
- resource management
- model free
- learning process
- state space
- markov decision processes
- web resources
- optimal control
- real robot
- optimal policy
- resource consumption
- machine learning
- reinforcement learning algorithms
- learning capabilities
- autonomous learning
- robot control
- learning agent
- learning agents
- real time
- action selection
- resource constraints
- information resources
- supervised learning
- hidden markov models
- multi agent
- neural network
- data sets