shenghexu / DNN-DPLinks
Code for Deep Neural Network Approximated Dynamic Programming
☆17Updated 5 years ago
Alternatives and similar repositories for DNN-DP
Users that are interested in DNN-DP are comparing it to the libraries listed below
Sorting:
- Approximate Dynamic Programming exercises from Powell (2011)☆15Updated 2 years ago
- ADP demo code for Reinforcement Learning and Control, Tsinghua Univ. Lecture Notes.☆43Updated 3 years ago
- Implementation of Single-Agent and Multi-Agent Reinforcement Learning Algorithms. MATLAB.☆70Updated 7 years ago
- Approximate Dynamic Programming and Reinforcement Learning - Programming Assignment☆10Updated 6 years ago
- Code / data for the paper "A Dual Approximate Dynamic Programming Approach for Multi-stage Stochastic Unit Commitment" http://www.optimiz…☆42Updated 5 years ago
- A modular MATLAB toolkit for Dynamic programming (DP) and Approximate Dynamic Programming (ADP) for Adaptive Modeling and Optimization☆50Updated 6 years ago
- Energy-optimal Routing for Electric Vehicles using Deep Reinforcement Learning with Transformer☆31Updated 2 years ago
- Multi-Agent Reinforcement Learning approach to solve a battery charge scheduling problem, in a decentralized scenario.☆16Updated 4 years ago
- The code of the algorithm proposed in the paper "Deep Inverse Reinforcement Learning for Objective Function Identification in Bidding Mod…☆12Updated 4 years ago
- ☆32Updated 6 years ago
- 关于书《强化学习第二版》(作者Richard S. Sutton)每章节的代码实现(matlab版)☆15Updated 5 years ago
- A Variable Neighborhood Descent with Ant Colony Optimization to Solve a Bilevel Problem with Station Location and Vehicles Routing☆21Updated 3 years ago
- Source code for the paper <Joint Control of Manufacturing and Onsite Microgrid System via Novel Neural-Network Integrated Reinforcement L…☆22Updated last year
- ☆12Updated 3 years ago
- We explore the application of deep reinforcement learning in the field of robotic control, the cooperative and competitive behavior of mu…☆38Updated 5 years ago
- MATLAB simulation and final report/presentation for M.S. thesis. "Adaptive Dynamic Programming for Human Postural Balance Control"☆16Updated 7 years ago
- Develop agent-based traffic management system by model-free reinforcement learning☆49Updated 4 years ago
- Approximate dynamic programming (ADP) and Policy gradient (PG) based sequential optimal experimental design (sOED)☆20Updated 3 years ago
- This project uses DDPG for "optimal" control of non-linear valves. Uses MATLAB and Simulink☆96Updated 4 years ago
- This research compared three reinforcement learning (RL) algorithms (SAC, PPO, DDPG) to traditional PID control for water level control i…☆24Updated last month
- Reinforcement Learning (RL) Course in MATLAB with exercises and solutions☆16Updated 4 years ago
- Contains all research-related code for publications by Brent Wallace, Arizona State University☆17Updated 2 years ago
- Model-free event-triggered optimal control with performance guarantees via goal representation heuristic dynamic programming☆14Updated 3 years ago
- A simple and short implementation of the Q-Learning Reinforcement Algorithm in Matlab☆48Updated 10 years ago
- Implementation of Reinforcement learning using Q learning algorithm- Robot in Maze - Matlab☆28Updated 5 years ago
- Load Frequency Control: A Multi-Agent Deep Deterministic Policy Gradient Approach☆13Updated 2 years ago
- the code implements a training algorithm for a tracking control system using dynamic programming and reinforcement learning. It uses neur…☆20Updated 2 years ago
- 基于强化学习的列车节能 Subway Train energy efficient Algorithm base on Reinforcement Learning☆11Updated 5 years ago
- A repository of load frequency control models implemeted in matlab☆12Updated 6 months ago
- Reinforcement learning Algorithms such as SARSA, Q learning, Actor-Critic Policy Gradient and Value Function Approximation were applied t…☆114Updated 3 years ago