Deep-Reinforcement-Learning-Based Planner for City Tours for Cruise Passengers.
Claudia Di NapoliGiovanni ParagliolaPatrizia RibinoLuca SerinoPublished in: Algorithms (2023)
Keyphrases
- reinforcement learning
- public transport
- public transportation
- function approximation
- state space
- traveling salesman problem
- model free
- multi agent
- partially observable domains
- heuristic search
- domain independent
- markov decision processes
- ai planning
- initial state
- urban areas
- learning algorithm
- neural network
- vehicle routing
- forward chaining
- traffic congestion
- function approximators
- initially unknown
- machine learning
- temporal difference
- action selection
- service quality
- transfer learning
- optimal policy
- learning process
- reinforcement learning algorithms
- plan execution
- travel time
- optimization problems
- probabilistic planning
- policy search
- supervised learning
- dynamic programming