Results for "reward inference"

Graphical model expressing factorization of a probability distribution.

Sequential data indexed by time.

Predicting future values from past observations.

Identifying abrupt changes in data generation.

Directed acyclic graph encoding causal relationships.

Formal model linking causal mechanisms and variables.

Models effects of interventions (do(X=x)).

What would have happened under different conditions.

Expected causal effect of a treatment.

Increasing model capacity via compute.

Variable whose values depend on chance.

Describes likelihoods of random variable outcomes.

Updated belief after observing data.

Belief before observing data.

Sampling from easier distribution with reweighting.

Model relies on irrelevant signals.

Coordinating models, tools, and logic.

Maximum system processing rate.

Estimating robot position within a map.

Learning by minimizing prediction error.

Control shared between human and agent.

Models estimating recidivism risk.

Predicting case success probabilities.

AI applied to scientific problems.

AI proposing scientific hypotheses.

Trend reversal when data is aggregated improperly.

Inferring the agent’s internal state from noisy sensor data.