Adam Wierman
- Conformal Risk Training: End-to-End Optimization of Conformal Risk Control
- Efficient Policy Optimization in Robust Constrained MDPs with Iteration Complexity Guarantees
- Fairness-Regularized Online Optimization with Switching Costs
- Maximizing the Value of Predictions in Control: Accuracy Is Not Enough
- Reinforcement Learning with Imperfect Transition Predictions: A Bellman-Jensen Approach
- SPiDR: A Simple Approach for Zero-Shot Safety in Sim-to-Real Transfer