My undergraduate final project - Modeling and control of a distillation column using neural networks and reinforcement learning.
☆12Apr 28, 2020Updated 5 years ago
Alternatives and similar repositories for reinforcement_learning_control_nnets_model
Users that are interested in reinforcement_learning_control_nnets_model are comparing it to the libraries listed below
Sorting:
- Reinforcement based gain calculation for a tracking LQR using actor-critic method☆24Mar 27, 2021Updated 4 years ago
- Comparing the performance of a DDPG Reinforcement learning model to control temperature with that of a PID and a thermostat controller.☆57Dec 3, 2023Updated 2 years ago
- Convergent Policy Optimization for Safe Reinforcement Learning☆11Oct 26, 2019Updated 6 years ago
- A MATLAB simple interactive Reinforcement Learning environment for Evolutionary Neural Network-based car with a proximity sensor☆14Apr 11, 2019Updated 6 years ago
- Comparing the performance of Reinforcement learning models to control temperature with that of a PID and a thermostat controller.☆16Apr 26, 2020Updated 5 years ago
- Dynamic Programming and Optimal Control (151-0563-01) Fall 2019 Programming Exercise☆18Feb 5, 2020Updated 6 years ago
- Data-driven attitude control design for multirotor UAVs☆20May 1, 2017Updated 8 years ago
- Reinforcement Learning for Self Organization and Power Control of Two-Tier Heterogeneous Networks☆20Jan 18, 2020Updated 6 years ago
- the code implements a training algorithm for a tracking control system using dynamic programming and reinforcement learning. It uses neur…☆22Jul 22, 2023Updated 2 years ago
- Control of a nonlinear liquid level system using a new artificial neural network based reinforcement learning approach☆53Mar 13, 2019Updated 6 years ago
- Code for paper: Neural Network Control of a Robotic Manipulator With Input Deadzone and Output Constraint. http://ieeexplore.ieee.org/do…☆23Jul 24, 2020Updated 5 years ago
- Recurrent Reinforcement Learning Algorithm Matlab Implementation☆47Mar 21, 2021Updated 4 years ago
- Source code for the paper <Joint Control of Manufacturing and Onsite Microgrid System via Novel Neural-Network Integrated Reinforcement L…☆27Jan 23, 2024Updated 2 years ago
- Code for the following publication: F. B. Mismar, J. Choi, and B. L. Evans, "A Framework for Automated Cellular Network Tuning with Rein…☆25Oct 10, 2019Updated 6 years ago
- Auto tuning of PID parameters of a quad-rotor using Q-learning☆33Apr 11, 2020Updated 5 years ago
- Reinforcement learning Algorithms such as SARSA, Q learning, Actor-Critic Policy Gradient and Value Function Approximation were applied t…☆122May 26, 2022Updated 3 years ago
- A repository for a Deep Q-Learning approach to intrusion detection for networks cyber-attacks.☆10Sep 3, 2021Updated 4 years ago
- 12-752 - Data-Driven Building Energy Management (Fall 2017)☆16Dec 18, 2017Updated 8 years ago
- Site level energy system optimization model toolbox for investigations of EV fleet integration and management strategies☆13Apr 22, 2025Updated 10 months ago
- ☆10Oct 20, 2021Updated 4 years ago
- reinforcement learning for power grid optimal operations and maintenance☆36Mar 13, 2023Updated 2 years ago
- Q-Learning pendulum swing-up problem with animation as it's learning.☆29Jun 27, 2016Updated 9 years ago
- Matlab code to control underactuated systems based on a hybrid approach that combines neural networks, reinforcement learning, fuzzy logi…☆30Nov 28, 2013Updated 12 years ago
- Implementation of a paper on adaptive optimal control (solving ARE) based on policy iterations☆30Aug 25, 2019Updated 6 years ago
- Implementation of Single-Agent and Multi-Agent Reinforcement Learning Algorithms. MATLAB.☆72Jun 1, 2018Updated 7 years ago
- Implementation of Dynamic Computation Offloading Control Logic in a Software-Defined Vehicle (SDV) System☆11Dec 19, 2024Updated last year
- ADP☆12Apr 12, 2017Updated 8 years ago
- ☆12Dec 12, 2024Updated last year
- Open-Source Software for the Multiscale Modeling of Combined Antisolvent and Cooling Crystallization in Turbulent Flow Using OpenFOAM☆11Nov 4, 2019Updated 6 years ago
- Master thesis - Fuel cell parameters identification and model classification☆10Dec 3, 2019Updated 6 years ago
- Neural Network Dynamics for Model-Based Deep Reinforcement Learning with Model-Free Fine-Tuning☆29Jun 12, 2018Updated 7 years ago
- a Federated Learning Framework adapted for resource-constrained environments, focusing on IoT devices☆10Oct 6, 2025Updated 5 months ago
- Simulation of a hydrogen fuel cell vehicle☆11Aug 25, 2016Updated 9 years ago
- A multi-site water quality prediction model incorporating adaptive graph convolution and CNN-LSTM☆14Sep 17, 2022Updated 3 years ago
- ☆10Dec 10, 2021Updated 4 years ago
- Code for the paper On-Policy vs. Off-Policy Deep Reinforcement Learning for Resource Allocation in Open Radio Access Network☆34Jan 22, 2022Updated 4 years ago
- Energy Management System of an aircraft powered by FC/PV/BATT/SC☆13Mar 6, 2022Updated 4 years ago
- Thesis in Federated Learning using an Edge/Cloud Computing architecture☆10Feb 26, 2021Updated 5 years ago
- [ICML 2024 Oral] Consistent Adversarial Robust Deep Q Networks (CAR-DQN)☆15Feb 27, 2025Updated last year