RL Training Loop
Propose Law
Compute RL Reward Signal
Evaluate Fit and Iterate
./run_experiment.sh --initial_velocities ...
Sample Random World
Simulate Noisy Dynamics
Run Experiment
Discovery Under Uncertainty
Subtle signals hidden in complex noise
Gravitational Waves
Systematic biases or new physics?
Hubble Tension
Simulated Worlds
Predicted Dynamics
Simulated Dynamics
By carol cuesta