Provable Traffic Rule Compliance in Safe Reinforcement Learning on the Open Sea.
Hanna KrasowskiMatthias AlthoffPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- function approximation
- traffic flow
- learning process
- network traffic
- state space
- classification rules
- telecommunication networks
- association rules
- model free
- optimal policy
- optimal control
- traffic control
- traffic signal
- reinforcement learning algorithms
- action space
- robotic control
- traffic congestion
- policy search
- neural network
- rule learning
- learning classifier systems
- rule sets
- markov decision processes
- dynamic programming
- image sequences
- machine learning