Organizational Unit:
Socially Intelligent Machines Lab
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Policy Shaping: Integrating Human Feedback with Reinforcement Learning
Combining function approximation, human teachers, and training regimens for real-world RL
Object Focused Q-Learning for Autonomous Agents
Batch versus Interactive Learning by Demonstration
Automatic Task Decomposition and State Abstraction from Demonstration