Perspective view of autonomous control in unknown environment: Dual control for exploitation and exploration vs reinforcement learning

Keyphrases

• Dual Control 100%
• Reinforcement Learning 100%
• Autonomous Control 100%
• Unknown Environment 100%
• Perspective View 100%
• Machine Learning 33%
• Control Approach 33%
• Neuroscience 33%
• Coping with Uncertainty 16%
• Control Problem 16%
• Infinite Horizon 16%
• Similar Problem 16%
• Computing Power 16%
• Optimal Decision 16%
• Original Problem 16%
• Online Training 16%
• Complementary Approach 16%
• Uncertain Environment 16%
• Cross-fertilization 16%
• Model Predictive Control 16%
• Machine Learning Approach 16%
• Finite Horizon Problem 16%
• Formal Properties 16%
• Generic Theory 16%
• Active Inference 16%
• Source Locating 16%
• Autonomous Power System 16%
• High Efficiency 16%
• Control Machines 16%
• Decision Control 16%
• Dual Control Model 16%

Psychology

• Neurobiology 100%
• Decision Making 50%
• Coping Behavior 50%

Neuroscience

• Reinforcement Learning 100%
• Neuroscience 50%
• Decision-Making 25%