MaximilianB2 / pc-gymLinks
Reinforcement learning environments for process control applications.
☆64Updated 2 months ago
Alternatives and similar repositories for pc-gym
Users that are interested in pc-gym are comparing it to the libraries listed below
Sorting:
- Neural ODEs as Feedback Policies for Nonlinear Optimal Control (IFAC 2023) https://doi.org/10.1016/j.ifacol.2023.10.1248☆17Updated 2 years ago
- Mathematical Programming in JAX☆105Updated 3 months ago
- A Python package for linear subspace identification, nonlinear system identification, and nonlinear regression using Jax☆44Updated last week
- Offline Contextual Bayesian Optimization☆14Updated 2 years ago
- Multiobjective black-box optimization using gradient-boosted trees☆60Updated 6 months ago
- The Machine Learning Optimizer☆105Updated 2 years ago
- Learning-to-Optimize for Mixed-Integer Non-Linear Programming☆41Updated this week
- Unofficial Implementation of the paper "Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control", applied to gy…☆145Updated 2 years ago
- Benchmarking Surrogate-based Optimisation Algorithms on Expensive Black-box Functions☆26Updated 2 months ago
- A PyTorch library for all things nonlinear control and reinforcement learning.☆47Updated 3 years ago
- With this package, you can generate mixed-integer linear programming (MIP) models of trained artificial neural networks (ANNs) using the …☆64Updated last month
- A framework for neural network control of dynamical systems over graphs.☆57Updated 3 years ago
- Data-driven dynamical systems toolbox.☆76Updated last month
- ☆10Updated 5 years ago
- Represent trained machine learning models as Pyomo optimization formulations☆329Updated 5 months ago
- Repository for paper: "SnAKe: Bayesian Optimization with Pathwise Exploration".☆17Updated last year
- Code for "SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning" by Zolman et al.☆132Updated 2 weeks ago
- Reinforcement Learning Environments for Sustainable Energy Systems☆54Updated 3 weeks ago
- Controlgym: Large-Scale Control Environments for Benchmarking Reinforcement Learning Algorithms☆46Updated last year
- Python code of the paper "Model structures and fitting criteria for system identification with neural networks" by Marco Forgione and Dar…☆21Updated 4 years ago
- Official implementation of the paper “Limeade: Let integer molecular encoding aid”☆31Updated 5 months ago
- Master thesis spring 2019. Template to be futher used by the department of chemical engineering at NTNU,☆35Updated last year
- ☆41Updated 2 years ago
- [NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations☆107Updated 2 years ago
- Modeling robust optimization problems in Pyomo☆85Updated 2 years ago
- A Neural Network Approach for Real-Time High-Dimensional Optimal Control☆27Updated 3 years ago
- Learning Neural Differential Algebraic Equations via Operator Splitting☆19Updated 2 months ago
- Material for the tutorial on "Physics-Informed Machine Learning (PIML) for Modeling and Control of Dynamical Systems" presented at the Am…☆19Updated last year
- Reinforcement learning for batch bioprocess optimization (Computers & Chemical Engineering, 2020)☆13Updated 3 years ago
- Source code for the examples accompanying the paper "Learning convex optimization control policies."☆85Updated 2 years ago