An investigation of belief-free DRL and MCTS for inspection and maintenance planning

Keyphrases

• Belief Space 25%
• Belief State 25%
• Deep Reinforcement Learning (deep RL) 100%
• Deep Reinforcement Learning Algorithm 25%
• Inspection Planning 100%
• Learning Architecture 25%
• Maintenance Requirement 25%
• Maintenance Scheduling 100%
• Monte Carlo Tree Search 25%
• One-component System 25%
• Planning Problem 25%
• Sequential Decision Process 25%
• Statistical Analysis 25%
• Under Uncertainty 25%

Engineering

• Decision Process 25%
• Maintenance Planning 100%
• Reinforcement Learning 100%
• System Component 25%

Computer Science

• And-States 33%
• Decision Process 33%
• Deep Reinforcement Learning 100%
• Reinforcement Learning 33%
• Tree Search 33%