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
- Code for "Decision-Focused Learning without Differentiable Optimization: Learning Locally Optimized Decision Losses"☆28Updated last year
- ☆25Updated last year
- This repository is the the implementation of the JAIR paper: https://doi.org/10.1613/jair.1.15320. This repository provides the codebase …☆37Updated last month
- Repo for ICML'23 paper SurCo Learning Linear Surrogates For Combinatorial Nonlinear Optimization Problems☆18Updated last year
- Implementation of "Interior Point Solving for LP-based prediction+optimisation" paper in Neurips 2020.☆20Updated 11 months ago
- Multi-task end-to-end predict-then-optimize☆12Updated last year
- Code for paper: End-to-end Stochastic Optimization with Energy-based Model☆16Updated 2 years ago
- Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"☆31Updated 4 years ago
- Experiments with distributionally robust optimization (DRO) for deep neural networks☆37Updated 5 years ago
- ☆26Updated 4 months ago
- MIE424 Group Project: smart_predict_optimize☆14Updated 3 years ago
- PyTorch implementation of "Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs", NeurIPS 2020☆41Updated 4 years ago
- Learning-to-Optimize for Mixed-Integer Non-Linear Programming☆30Updated 3 weeks ago
- ☆26Updated last month
- code for BINOCULARS and Multi-Step BO☆11Updated 4 years ago
- ☆9Updated last year
- Distributionally Robust Learning in PyTorch. Install with `pip install sqwash`.☆12Updated last year
- ☆22Updated 3 years ago
- Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}☆72Updated 2 years ago
- ☆18Updated 3 years ago
- Replication Code for Paper "Stochastic Optimization Forests".☆19Updated 3 years ago
- ☆15Updated last year
- Reinforcement Learning Environments for Sustainable Energy Systems☆48Updated 10 months ago
- ☆23Updated last year
- ☆14Updated last year
- ☆18Updated 6 months ago
- ☆13Updated last year
- The official implementation of DIG-MILP☆14Updated last year
- ☆26Updated 3 years ago