RL Training Loop

Propose Law

Compute RL Reward Signal

Evaluate Fit and Iterate

./run_experiment.sh 
--initial_velocities ...

Sample Random World

Simulate Noisy Dynamics

\nabla \phi = \rho

Run Experiment

Discovery Under Uncertainty

Subtle signals hidden in complex noise

Gravitational Waves

Systematic biases or new physics?

Hubble Tension

Simulated Worlds

Predicted Dynamics

\frac{\partial^n \phi}{\partial t^n} = L[\phi] + S(\text{particles})

Simulated Dynamics

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By carol cuesta

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