Results for "equation discovery"

AI-assisted review of legal documents.

AI discovering new compounds/materials.

Fundamental recursive relationship defining optimal value functions.

Pixel motion estimation between frames.

AI selecting next experiments.

Models time evolution via hidden states.

Expected return of taking action in a state.

Retrieval based on embedding similarity rather than keyword overlap, capturing paraphrases and related concepts.

Requirement to preserve relevant data.

AI applied to scientific problems.

AI proposing scientific hypotheses.

Framework for reasoning about cause-effect relationships beyond correlation, often using structural assumptions and experiments.

An RNN variant using gates to mitigate vanishing gradients and capture longer context.

Vector whose direction remains unchanged under linear transformation.

Expected cumulative reward from a state or state-action pair.

Finding control policies minimizing cumulative cost.

Learning from data generated by a different policy.

Optimal control for linear systems with quadratic cost.

RL without explicit dynamics model.

RL using learned or known environment models.

Modeling chemical systems computationally.