DVS-RG: Differential Variable Speed Limits Control using Deep Reinforcement Learning with Graph State Representation.
Jingwen YangPing WangFatemeh GolpayeganiShen WangPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- state space
- graph representation
- optimal control
- control policy
- control problems
- real time
- robot control
- graph theoretic
- vector representation
- high speed
- random walk
- graph model
- graph theory
- action selection
- reinforcement learning algorithms
- partially observable
- state abstraction
- primal sketch
- reward signal
- graph mining
- control method
- bipartite graph
- directed graph
- markov decision processes
- energy consumption
- structured data
- image representation
- control system
- learning process
- multi agent
- machine learning
- neural network