MaximilianB2 / pc-gymLinks
Reinforcement learning environments for process control applications.
☆52Updated 3 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:
- Multiobjective black-box optimization using gradient-boosted trees☆58Updated 2 months ago
- ☆10Updated 4 years ago
- Reinforcement learning for batch bioprocess optimization (Computers & Chemical Engineering, 2020)☆12Updated 2 years ago
- Repository for paper: "SnAKe: Bayesian Optimization with Pathwise Exploration".☆17Updated last year
- With this package, you can generate mixed-integer linear programming (MIP) models of trained artificial neural networks (ANNs) using the …☆62Updated 3 years ago
- Mathematical Programming in JAX☆83Updated this week
- Neural ODEs as Feedback Policies for Nonlinear Optimal Control (IFAC 2023) https://doi.org/10.1016/j.ifacol.2023.10.1248☆16Updated last year
- A Python package for linear subspace identification, nonlinear system identification, and nonlinear regression using Jax☆34Updated 2 months ago
- Learning-to-Optimize for Mixed-Integer Non-Linear Programming☆37Updated 3 weeks ago
- Unofficial Implementation of the paper "Data-Efficient Reinforcement Learning with Probabilistic Model Predictive Control", applied to gy…☆140Updated 2 years ago
- A study of reinforcement learning algorithms for fed-batch bioprocessesing☆14Updated 5 years ago
- Controlgym: Large-Scale Control Environments for Benchmarking Reinforcement Learning Algorithms☆43Updated last year
- Official implementation of the paper “Limeade: Let integer molecular encoding aid”☆30Updated last month
- Master thesis spring 2019. Template to be futher used by the department of chemical engineering at NTNU,☆34Updated last year
- Deep reinforcement learning for design of chemical engineering processes☆34Updated 2 years ago
- A PyTorch library for all things nonlinear control and reinforcement learning.☆46Updated 3 years ago
- Reinforcement Learning Environments for Sustainable Energy Systems☆51Updated last year
- ☆39Updated last year
- Modeling robust optimization problems in Pyomo☆83Updated 2 years ago
- [NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations☆106Updated 2 years ago
- Reinforcement learning for combinatorial optimization over directed graphs☆40Updated last year
- ☆28Updated 3 months ago
- Run MPC-based policies and train RL agents in gym-anm environments using implementations from Stable Baselines 3.☆11Updated 2 years ago
- Implementation of Cross Entropy Method☆16Updated 6 years ago
- A framework for neural network control of dynamical systems over graphs.☆58Updated 2 years ago
- code for BINOCULARS and Multi-Step BO☆12Updated 4 years ago
- Offline Contextual Bayesian Optimization☆14Updated last year
- GLIS package☆28Updated 2 years ago
- Python library for parallel multiobjective simulation optimization☆82Updated 9 months ago
- Benchmarking Surrogate-based Optimisation Algorithms on Expensive Black-box Functions☆25Updated 6 months ago