TOWARDS DEPLOYMENT-EFFICIENT REINFORCEMENT LEARNING: LOWER BOUND AND OPTIMALITY

Keyphrases

• Reinforcement Learning 100%
• Deployment Efficiency 100%
• Theoretical Formulation 33%
• Fundamental Limits 33%
• Real-world Application 33%
• Sampling Efficiency 33%
• Efficient Deployment 33%
• Optimal Deployment 33%
• Information-theoretic Bounds 33%
• Safe Deployment 33%
• Near-optimal Policy 33%
• Application of Reinforcement Learning 33%
• Optimization with Constraints 33%

Computer Science

• Reinforcement Learning 100%
• Structural Model 33%
• Fundamental Limit 33%
• World Application 33%
• Building-Blocks 33%
• Theoretical Formulation 33%

Chemical Engineering

• Reinforcement Learning 100%