Skip to content

[Feature Request] Implement PILCO (Probabilistic Inference for Learning Control) #3513

@PSXBRosa

Description

@PSXBRosa

Motivation

Implement PILCO (Probabilistic Inference for Learning Control), as requested in #509.

Solution

It uses Gaussian Processes to model dynamics and analytic moment matching to propagate uncertainty, allowing for direct gradient-based policy optimization.

Alternatives

NA

Additional context

Reference: PILCO: A Model-Based and Data-Efficient Approach to Policy Search

Checklist

  • I have checked that there is no similar issue in the repo (required)

Metadata

Metadata

Assignees

Labels

enhancementNew feature or request

Type

No type

Projects

No projects

Milestone

No milestone

Relationships

None yet

Development

No branches or pull requests

Issue actions