AdaPool: An Adaptive Model-Free Ride-Sharing Approach for Dispatching using Deep Reinforcement Learning.
Marina HaliemVaneet AggarwalBharat K. BhargavaPublished in: BuildSys@SenSys (2020)
Keyphrases
- model free
- reinforcement learning
- reinforcement learning algorithms
- function approximation
- temporal difference
- state space
- scheduling problem
- policy iteration
- policy evaluation
- markov decision processes
- transfer learning
- reinforcement learning methods
- rl algorithms
- learning problems
- learning algorithm
- optimal control
- multi agent
- learning process
- artificial neural networks
- adaptive control
- action selection
- monte carlo