Inverse Markov decision processes with unknown transition probabilities

Keyphrases

• Transition Probability 100%
• Markov Decision Process 100%
• Unknown Transition Probabilities 100%
• Decision Maker 75%
• Numerical Experiments 50%
• Sequential Linear Programming 50%
• Mathematical Model 25%
• Multi-armed Bandit Problem 25%
• Nonconvex 25%
• Equipment Replacement 25%
• Linear Programming 25%
• Bilinear 25%
• Decision Variables 25%
• Exact Method 25%
• Infinite Horizon 25%
• Objective Value 25%
• Inventory Control 25%
• Discounted Reward 25%
• Computational Experiment 25%
• Existence Conditions 25%
• Convex-concave Procedure 25%
• Inverse Optimization 25%
• Control Equipment 25%

Mathematics

• Transition Probability 100%
• Markov Decision Process 100%
• Decision Maker 60%
• Numerical Experiment 40%
• Optimal Policy 40%
• Linear Programming 40%
• Mathematical Modeling 20%
• Observed Value 20%
• Decision Variable 20%
• Linear Program 20%

Computer Science

• Markov Decision Process 100%
• Decision Maker 100%
• Linear Programming 66%
• Computational Experiment 33%
• Linear Program 33%
• Decision Variable 33%
• Observed Policy 33%