Dhruv Madeka

Latest

• Contextual Bandits for Evaluating and Improving Inventory Control Policies
• Learning an Inventory Control Policy with General Inventory Arrival Dynamics
• Scaling Laws for Imitation Learning in NetHack
• Linear Reinforcement Learning with Ball Structure Action Space
• A few expert queries suffices for sample-efficient rl with resets and linear value approximation
• Deep Inventory Management
• MQRetNN: Multi-Horizon Time Series Forecasting with Retrieval Augmentation
• A Framework for the Meta-Analysis of Randomized Experiments with Applications to Heavy-Tailed Response Data
• Mqtransformer: Multi-horizon forecasts with context dependent and feedback-aware attention
• All roads lead to quantitative finance
• Sample path generation for probabilistic demand forecasting
• A multi-horizon quantile recurrent forecaster
• Accurate prediction of electoral outcomes
• Scatteract: Automated extraction of data from scatter plots
• Estimating Covariance Matrices for Investments Whose Histories Differ in Length