Risk-sensitive inverse reinforcement learning via coherent risk models

Keyphrases

• Risk-neutral 100%
• Risk Model 100%
• Risk-sensitive 100%
• Inverse Reinforcement Learning 100%
• Cost Function 40%
• Risk Metrics 40%
• Linear Programming 20%
• Neutral Model 20%
• Human Participants 20%
• Risk-averse 20%
• Metric Function 20%
• Reinforcement Learning Algorithm 20%
• Underlying Risk 20%
• Reinforcement Learning Framework 20%
• Risk Preferences 20%
• Risk Cost 20%
• Dynamic Decision Making 20%
• Risk Sensitivity 20%
• Driving Style 20%
• Driving Game 20%
• Simulated Driving 20%
• Participant Behavior 20%
• Algorithm-based 20%

Computer Science

• Reinforcement Learning 100%
• Efficient Algorithm 20%
• Decision-Making 20%
• Optical Spectrum 20%
• Learning Approach 20%
• Learning Framework 20%
• Human Participant 20%
• Risk Preference 20%
• Risk Sensitivity 20%
• Linear Programming 20%

Psychology

• Decision Making 100%