2 papers
physics.ao-ph2025
Discovering strategies for coastal resilience with AI-based prediction and optimization
Jared Markowitz, Alexander New, Jennifer Sleeman +5
Tropical storms cause extensive property damage and loss of life, making them one of the most destructive types of natural hazards. The development of predictive models that identi…
cs.LG2023
Handling Cost and Constraints with Off-Policy Deep Reinforcement Learning
Jared Markowitz, Jesse Silverberg, Gary Collins
By reusing data throughout training, off-policy deep reinforcement learning algorithms offer improved sample efficiency relative to on-policy approaches. For continuous action spac…