Inverse Rational Control with Partially Observable Continuous Nonlinear Dynamics

no code implementations • NeurIPS 2020 • Minhae Kwon, Saurabh Daptardar, Paul Schrater, Xaq Pitkow

This problem can be solved by control theory, which allows us to find the optimal actions for a given system dynamics and objective function.

reinforcement-learning Reinforcement Learning (RL)

Inverse Rational Control with Partially Observable Continuous Nonlinear Dynamics

no code implementations • NeurIPS 2020 • Saurabh Daptardar, Paul Schrater, Xaq Pitkow

This approach provides a foundation for interpreting the behavioral and neural dynamics of highly adapted controllers in animal brains.

Continuous Control