Neural Laplace Control for Continuous-time Delayed Systems - an offline RL method combining Neural Laplace dynamics model and MPC planner to achieve near-expert policy performance in environments with irregular time intervals and an unknown constant delay.
☆16Apr 26, 2023Updated 2 years ago
Alternatives and similar repositories for NeuralLaplaceControl
Users that are interested in NeuralLaplaceControl are comparing it to the libraries listed below
Sorting:
- Experiment code for "Continuous-Time Model-Based Reinforcement Learning"☆54Nov 30, 2023Updated 2 years ago
- Official repository for the paper "Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules" (…☆23Jun 11, 2025Updated 9 months ago
- Neural Laplace: Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.☆82Apr 19, 2025Updated 11 months ago
- ☆10Jul 14, 2021Updated 4 years ago
- ☆10Mar 8, 2023Updated 3 years ago
- ☆12May 5, 2023Updated 2 years ago
- ☆12Jun 8, 2018Updated 7 years ago
- ☆14Nov 10, 2021Updated 4 years ago
- Repository for xL-SINDy, a robust algorithm to extract Lagrangian of nonlinear dynamical systems from noisy measurement data.☆11Aug 8, 2022Updated 3 years ago
- Implementation of RRT* algorithm in Nav2 for ros2 humble☆10Jun 27, 2023Updated 2 years ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆17Aug 19, 2017Updated 8 years ago
- Delayed RL agent for non-Atari tasks, from "Acting in Delayed Environments with Non-Stationary Markov Policies", ICLR 2021.☆14Sep 12, 2023Updated 2 years ago
- Suite of Predictive Controllers for Industrial Embedded Systems. A Matlab toolbox for automatic code generation of solvers for MPC contro…☆19Oct 3, 2025Updated 5 months ago
- Fuzzy cognitive maps python library☆11Jan 14, 2022Updated 4 years ago
- Official Code of The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks[ICML2022]☆17Sep 20, 2022Updated 3 years ago
- Frenet Corridor Planner: high-efficient and noise-resilient optimal path planner.☆12Sep 2, 2025Updated 6 months ago
- code for "Semi-Discrete Normalizing Flows through Differentiable Tessellation"☆26Dec 10, 2022Updated 3 years ago
- Low-rank adaptation of large language models (LoRA) for Segment Anything 2.☆18Oct 31, 2024Updated last year
- DLiP course companion repository for practical 1☆15Jan 22, 2026Updated 2 months ago
- DyNODE: Neural Ordinary Differential Equations for Dynamics Modeling in Continuous Control☆23Sep 14, 2020Updated 5 years ago
- Comparison for time series prediction using Neural-ODEs and Neural-Flows☆16Nov 11, 2022Updated 3 years ago
- Bayesian active RL (BARL) and trajectory information planning (TIP)☆26Oct 11, 2022Updated 3 years ago
- [NeurIPS 2020] Task-Agnostic Amortized Inference of Gaussian Process Hyperparameters (AHGP)☆22Dec 9, 2020Updated 5 years ago
- 深蓝学院自动驾驶规划控制ROS1(melodic) + Carla0.9.13☆21May 15, 2023Updated 2 years ago
- These codes were written a long time ago,which is simple for car following. The car in front can be in IDM mode or constant speed mode. I…☆15Oct 6, 2023Updated 2 years ago
- Using transformer models to do multi-step equity time series prediction.☆13Mar 4, 2021Updated 5 years ago
- Including the original ALTRO-iLQR library and Qingpeng's codes to add truck dynamic model and build some test scenarios☆11Sep 8, 2022Updated 3 years ago
- Algorithms for implementation the Explicit MPC using the multi-parametric quadratic programming.☆28Mar 13, 2022Updated 4 years ago
- Using reinforcement learning for vehicle lateral control, the input is information such as vehicle status and tracking error, and the out…☆14May 6, 2023Updated 2 years ago
- A controller based on fuzzy logic for Hybrid Electric Vehicles☆10Aug 12, 2020Updated 5 years ago
- Neural Ordinary Differential Equations for Reinforcement Learning☆25Jul 6, 2023Updated 2 years ago
- Model-Based Reinforcement Learning for Highway Environment with MPC Planning: This repository presents an RL framework integrating Model …☆13Nov 22, 2023Updated 2 years ago
- Implementation/experiments for L4DC 2020 submission "Optimal Cost Design for Model Predictive Control"☆12Apr 23, 2021Updated 4 years ago
- ☆11Jan 25, 2024Updated 2 years ago
- PyTorch implementation of the NCDSSM models presented in the ICML '23 paper "Neural Continuous-Discrete State Space Models for Irregularl…☆26Jul 9, 2023Updated 2 years ago
- Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24☆21Apr 17, 2025Updated 11 months ago
- Source code for ST-VIO (Li, H., Stueckler, J.): "Online Calibration of a Single-Track Ground Vehicle Dynamics Model by Tight Fusion with …☆18Jul 15, 2024Updated last year
- A bipedal humanoid control system using a Physics-Informed Neural Network (PINN) and Reinforcement Learning (RL) for stability and manipu…☆11Aug 15, 2024Updated last year
- Python code for implementing a set of basic robust model predictive control (RMPC) algorithms for linear systems.☆26Mar 30, 2022Updated 3 years ago