Deep reinforcement learning for long-term pavement maintenance planning.
Linyi YaoQiao DongJiwang JiangFujian NiPublished in: Comput. Aided Civ. Infrastructure Eng. (2020)
Keyphrases
- long term
- reinforcement learning
- short term
- action selection
- partially observable
- reinforcement learning problems
- mixed initiative
- markov decision processes
- function approximation
- ai planning
- multi agent reinforcement learning
- planning process
- model free
- software maintenance
- planning problems
- state space
- reinforcement learning algorithms
- optimal policy
- partially observable markov decision processes
- dynamic programming
- partial observability
- deterministic domains
- macro actions
- stochastic domains
- robotic control
- goal oriented
- reinforcement learning methods
- deep learning
- maintenance cost
- complex domains
- multi agent