
Lecture 22: Actor-Critic methods
Lecture 22: Actor-Critic methods
This course discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine le... Read more
9 Apr 2015
•
1hr 10mins

Lecture 23: Case studies in computational underactuated control
Lecture 23: Case studies in computational underactuated control
This course discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine le... Read more
9 Apr 2015
•
1hr 2mins
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Lecture 21: Policy improvement
Lecture 21: Policy improvement
This course discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine le... Read more
9 Apr 2015
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1hr 15mins

Lecture 20: Temporal difference learning with function approximation
Lecture 20: Temporal difference learning with function approximation
This course discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine le... Read more
9 Apr 2015
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1hr 17mins

Lecture 19: Temporal difference learning
Lecture 19: Temporal difference learning
This course discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine le... Read more
9 Apr 2015
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1hr 19mins

Lecture 12: Walking (continued)
Lecture 12: Walking (continued)
This course discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine le... Read more
9 Apr 2015
•
1hr 11mins

Lecture 18: Stochastic Gradient Descent 2
Lecture 18: Stochastic Gradient Descent 2
This course discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine le... Read more
9 Apr 2015
•
1hr 18mins

Lecture 16: Introducing stochastic optimal control
Lecture 16: Introducing stochastic optimal control
This course discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine le... Read more
9 Apr 2015
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1hr 23mins

Lecture 17: Stochastic Gradient Descent
Lecture 17: Stochastic Gradient Descent
This course discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine le... Read more
9 Apr 2015
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1hr 16mins

Lecture 10: Trajectory stabilization and iterative linear quadratic regulator (iLQR)
Lecture 10: Trajectory stabilization and iterative linear quadratic regulator (iLQR)
This course discusses nonlinear dynamics and control of underactuated mechanical systems, with an emphasis on machine le... Read more
9 Apr 2015
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1hr 19mins