Imitation Learning (IL)

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• Reinforcement Learning
• Apprenticeship Learning - Inverse Reinforcement Learning (IRL)
• Inside Out - Curious Optimistic Reasoning
• Generative Adversarial Network (GAN)

The ongoing explosion of spatiotemporal tracking data has now made it possible to analyze and model fine-grained behaviors in a wide range of domains. For instance, tracking data is now being collected for every NBA basketball game with players, referees, and the ball tracked at 25 Hz, along with annotated game events such as passes, shots, and fouls. Other settings include laboratory animals, people in public spaces, professionals in settings such as operating rooms, actors speaking and performing, digital avatars in virtual environments, and even the behavior of other computational systems.