Alternatives and similar repositories for decision-focused-RL

Users that are interested in decision-focused-RL are comparing it to the libraries listed below

• Elizabethxyhu / NeurIPS_Two_Stage_Predict-Optimize
  ☆24Updated last year
• bwilder0 / aaai_melding_code
  Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"
  ☆31Updated 4 years ago
• HxSun08 / Alt-Diff
  ☆25Updated last year
• Lingkai-Kong / so-ebm
  Code for paper: End-to-end Stochastic Optimization with Energy-based Model
  ☆16Updated 2 years ago
• facebookresearch / SurCo
  Repo for ICML'23 paper SurCo Learning Linear Surrogates For Combinatorial Nonlinear Optimization Problems
  ☆18Updated last year
• cvxpy / cvxtorch
  Convert CVXPY expressions to PyTorch expressions
  ☆15Updated last month
• JayMan91 / NeurIPSIntopt
  Implementation of "Interior Point Solving for LP-based prediction+optimisation" paper in Neurips 2020.
  ☆20Updated last year
• LongPham7 / Distributionally-Robust-Optimization
  Experiments with distributionally robust optimization (DRO) for deep neural networks
  ☆39Updated 6 years ago
• rohitkannan / DD-SAA
  Codes for the paper "Data-Driven Sample Average Approximation with Covariate Information"
  ☆11Updated 2 years ago
• CausalML / StochOptForest
  Replication Code for Paper "Stochastic Optimization Forests".
  ☆20Updated 3 years ago
• INFERLab / PROF
  ☆12Updated 3 years ago
• radar-research-lab / MFGLib
  A library for mean-field games.
  ☆53Updated this week
• chrisyeh96 / sustaingym
  Reinforcement Learning Environments for Sustainable Energy Systems
  ☆51Updated last year
• stellatogrp / mro_experiments
  ☆26Updated 2 months ago
• martius-lab / blackbox-differentiation-combinatorial-solvers
  ☆22Updated 3 years ago
• sanketkshah / LODLs
  Code for "Decision-Focused Learning without Differentiable Optimization: Learning Locally Optimized Decision Losses"
  ☆27Updated last year
• stellatogrp / l2ws
  ☆14Updated last year
• khalil-research / Multi-Task_Predict-then-Optimize
  Multi-task end-to-end predict-then-optimize
  ☆12Updated 2 years ago
• causal-rl-anonymous / causal-rl
  ☆43Updated 3 years ago
• guaguakai / surrogate-optimization-learning
  ☆17Updated 4 years ago
• michaelzcjia / smart_predict_optimize
  MIE424 Group Project: smart_predict_optimize
  ☆14Updated 4 years ago
• krishnap25 / sqwash
  Distributionally Robust Learning in PyTorch. Install with `pip install sqwash`.
  ☆12Updated last year
• cbhua / illustration-collection
  The collection of my research papers' illustrations.
  ☆15Updated last year
• dtak / mbrl-smdp-ode
  PyTorch implementation of "Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs", NeurIPS 2020
  ☆42Updated 4 years ago
• cornell-orie / ORSuite
  ☆15Updated last year
• khalil-research / Neur2RO
  ☆26Updated 6 months ago
• stellatogrp / l2ws_qp
  ☆14Updated last year
• PredOpt / predopt-benchmarks
  This repository is the the implementation of the JAIR paper: https://doi.org/10.1613/jair.1.15320. This repository provides the codebase …
  ☆46Updated 2 months ago
• limengbinggz / CUSUM-RL
  Implementation of "Reinforcement Learning in Possibly Nonstationary Environments"
  ☆9Updated 2 months ago
• pnnl / L2O-pMINLP
  Learning-to-Optimize for Mixed-Integer Non-Linear Programming
  ☆37Updated 3 weeks ago