ssinhaleite / eth-mathematical-optimization-summary
☆18Updated 7 years ago
Alternatives and similar repositories for eth-mathematical-optimization-summary:
Users that are interested in eth-mathematical-optimization-summary are comparing it to the libraries listed below
- ☆21Updated 5 years ago
- Code implementing the CORE-RL algorithm with DDPG, PPO, and TRPO. See the paper "Control Regularization for Reduced Variance Reinforcemen…☆32Updated 4 years ago
- Stabilizable Nonlinear Dynamics Learning☆21Updated 5 years ago
- Enforcing robust control guarantees within neural network policies☆54Updated 3 years ago
- ☆43Updated 4 years ago
- Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"☆31Updated 4 years ago
- ☆28Updated 5 years ago
- Source code for the examples accompanying the paper "Learning convex optimization control policies."☆84Updated 2 years ago
- Code for "Learning Control-Oriented Dynamical Structure from Data" by Spencer M. Richards, Jean-Jacques Slotine, Navid Azizan, and Marco …☆14Updated last year
- APPM 5630 at CU Boulder☆48Updated last week
- ☆14Updated last year
- ☆19Updated 5 years ago
- Solving POMDPs using exact and approximate methods☆13Updated 7 years ago
- Code for VIREL: A Variational Inference Framework for Reinforcement Learning☆14Updated 5 years ago
- A collection of papers and readings for non-convex optimization☆31Updated 6 years ago
- Code associated with "Robust Optimization for Non-Convex Objectives" (R. Chen, B. Lucier, Y. Singer, V. Syrgkanis). NIPS 2017. https://ar…☆21Updated 7 years ago
- Neural Fixed-Point Acceleration for Convex Optimization☆29Updated 2 years ago
- Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}☆72Updated 2 years ago
- Companion code to "Learning Stable Deep Dynamics Models" (Manek and Kolter, 2019)☆33Updated 5 years ago
- Code for "Calibrated Model-Based Deep Reinforcement Learning", ICML 2019.☆55Updated 5 years ago
- ☆41Updated last year
- Accompanying code for our NeurIPS 2019 paper☆12Updated 5 years ago
- Code for "Automatic repair of convex optimization problems".☆13Updated 5 years ago
- Implementation of point-based value iteration (for POMDPs)☆12Updated 5 years ago
- Safe learning of regions of attraction in uncertain, nonlinear systems with Gaussian processes☆38Updated 5 years ago
- Website for a doctoral course on Dynamic Optimization☆19Updated last year
- Experiments with distributionally robust optimization (DRO) for deep neural networks☆35Updated 5 years ago
- A Neural Network Approach for Real-Time High-Dimensional Optimal Control☆26Updated 2 years ago
- Chance constraints in CVXPY☆18Updated 6 years ago
- A CVXPY extension for convex-concave programming☆125Updated last year