guaguakai / decision-focused-RL
☆11Updated 3 years ago
Alternatives and similar repositories for decision-focused-RL:
Users that are interested in decision-focused-RL are comparing it to the libraries listed below
- ☆24Updated last year
- ☆24Updated last year
- Repo for ICML'23 paper SurCo Learning Linear Surrogates For Combinatorial Nonlinear Optimization Problems☆18Updated last year
- Code for paper: End-to-end Stochastic Optimization with Energy-based Model☆16Updated 2 years ago
- ☆25Updated 2 months ago
- ☆11Updated 3 years ago
- ☆34Updated 5 months ago
- Implementation of "Interior Point Solving for LP-based prediction+optimisation" paper in Neurips 2020.☆19Updated 9 months ago
- Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"☆30Updated 4 years ago
- ☆12Updated 11 months ago
- ☆24Updated last year
- Distributionally Robust Learning in PyTorch. Install with `pip install sqwash`.☆12Updated last year
- Experiments with distributionally robust optimization (DRO) for deep neural networks☆34Updated 5 years ago
- Learning-to-Optimize for Mixed-Integer Non-Linear Programming☆21Updated this week
- Codes for the paper "Data-Driven Sample Average Approximation with Covariate Information"☆11Updated 2 years ago
- ☆11Updated 4 months ago
- Code for "Decision-Focused Learning without Differentiable Optimization: Learning Locally Optimized Decision Losses"☆27Updated 11 months ago
- ☆17Updated 3 years ago
- Replication Code for Paper "Stochastic Optimization Forests".☆19Updated 3 years ago
- ☆10Updated last year
- The collection of my research papers' illustrations.☆15Updated last year
- The following code is a mixed integer linear programming (MILP) optimisation for an multi period economic load dispatch problem. It is im…☆11Updated 3 years ago
- Code for "Explainable Data-Driven Optimization" (ICML 2023)☆15Updated last year
- A library for mean-field games.☆48Updated this week
- A PyTorch library for all things nonlinear control and reinforcement learning.☆44Updated 3 years ago
- PyTorch implementation of "Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs", NeurIPS 2020☆39Updated 4 years ago
- ☆14Updated last year