A Distributed Model-Free Ride-Sharing Approach for Joint Matching, Pricing, and Dispatching using Deep Reinforcement Learning.
Marina HaliemGanapathy ManiVaneet AggarwalBharat K. BhargavaPublished in: CoRR (2020)
Keyphrases
- model free
- reinforcement learning
- reinforcement learning algorithms
- function approximation
- temporal difference
- policy iteration
- multi agent
- scheduling problem
- rl algorithms
- state space
- policy evaluation
- supervised learning
- learning algorithm
- action selection
- markov decision process
- average reward
- temporal difference learning
- reinforcement learning methods