[ICRA24] ROS implementation of NIRRT*-PNG (Neural Informed RRT* with Point-based Network Guidance) for TurtleBot navigation. RRT*, Informed RRT*, and Neural RRT* implementations are also included. Gazebo simulation version is provided.
☆34Aug 18, 2024Updated last year
Alternatives and similar repositories for PNGNav
Users that are interested in PNGNav are comparing it to the libraries listed below
Sorting:
- [ICRA24] Neural Informed RRT*☆101Jun 8, 2025Updated 8 months ago
- Neural network that creates path probability map used to speed up RRT* alghorithm.☆17Aug 7, 2025Updated 6 months ago
- Motion Planning Transformer☆44Aug 8, 2022Updated 3 years ago
- [CoRL 2023] Context-Aware Deep Reinforcement Learning for Autonomous Robotic Navigation in Unknown Area - - Public code and model☆55Jan 13, 2024Updated 2 years ago
- Code for paper "Group-based Motion Prediction for Navigation in Crowded Environments"☆13Feb 19, 2025Updated last year
- ☆15Mar 25, 2021Updated 4 years ago
- ☆13Oct 9, 2023Updated 2 years ago
- (ICRA 2024) SCALE: Self-Correcting Visual Navigation for Mobile Robots via Anti-Novelty Estimation☆11Jan 7, 2025Updated last year
- Sample-efficient learning-based dynamic environment navigation with transferring experience from optimization-based planner☆16May 31, 2025Updated 9 months ago
- ☆14May 9, 2023Updated 2 years ago
- Simulation of RRT, RRT*, RRT*-FN and RRT*-FND algorithms.☆14May 15, 2023Updated 2 years ago
- Himloco with modifications of AMP, reward, recovery and etc.☆31Sep 5, 2025Updated 6 months ago
- ☆58Jan 23, 2025Updated last year
- Deep Reinforcement Learning Based Crowd Navigation with Perceived Risk of the Moving Crowd for Mobile Robots☆88Oct 6, 2023Updated 2 years ago
- High-level Python Particle Sequential Convex Programming Model Predictive Control (SCP PMPC) interface☆17Oct 30, 2023Updated 2 years ago
- Velocity-Obstacle using Sampling☆13May 30, 2021Updated 4 years ago
- Code for “HeR-DRL:Heterogeneous Relational Deep Reinforcement Learning for Single-Robot and Decentralized Multi-Robot Crowd Navigation”☆18Jan 11, 2025Updated last year
- 不同路径优化算法的纯C++/Python实现☆34Nov 29, 2025Updated 3 months ago
- Repository for W-RIZZ (RA-L 2024)☆17Apr 17, 2024Updated last year
- ColorDynamic: Generalizable, Scalable, Real-time, End-to-end Local Planner for Unstructured and Dynamic Environments☆43Feb 28, 2025Updated last year
- [TRO-2025] SCOPE: Stochastic Cartographic Occupancy Prediction Engine for Uncertainty-Aware Dynamic Navigation☆30Feb 2, 2026Updated last month
- paper-list of learning-based mobile navigation(especially motion planning & awareness)☆64May 30, 2021Updated 4 years ago
- Use DQN to boost MPC computation for dynamic obstacle avoidance.☆46Sep 7, 2024Updated last year
- Supports the various URDF and GAZEBO mobile robot model☆72Mar 8, 2022Updated 3 years ago
- Contrastive learning for quadrupedal locomotion control, featuring Teacher-Aligned Representations (TAR) to improve sim-to-real generaliz…☆30Aug 20, 2025Updated 6 months ago
- ☆22Jun 29, 2022Updated 3 years ago
- long-term dynamic window approach local planner for differential wheeled robots☆49May 2, 2023Updated 2 years ago
- A Rviz Plugin used in path visualization and curve generation, which is helpful for qualitative experiments on path planning and curve op…☆53Apr 29, 2025Updated 10 months ago
- Official code for [TAI 2024] "NPE-DRL: Enhancing Perception Constrained Obstacle Avoidance With Nonexpert Policy Guided Reinforcement Lea…☆72Jul 30, 2025Updated 7 months ago
- Using for evaluate ROS global planner☆23Mar 17, 2022Updated 3 years ago
- Code for NeurIPS22' paper Learning-based Motion Planning in Dynamic Environments Using GNNs and Temporal Encoding☆27Jul 23, 2023Updated 2 years ago
- [RA-L 2025] HDPlanner: Advancing Autonomous Deployments in Unknown Environments through Hierarchical Decision Networks - - Public code an…☆26May 15, 2025Updated 9 months ago
- Occlusion-Aware Crowd Navigation Using People as Sensors: ICRA2023☆57Sep 8, 2024Updated last year
- A Gazebo plugin for pedestians with collision property. You can construct a dynamic environment in ROS easily using plugin.☆61Apr 10, 2025Updated 10 months ago
- APACE: Agile and Perception-aware Trajectory Generation for Quadrotor Flights (ICRA2024)☆54Jun 28, 2024Updated last year
- 全向移动机器人,使用非线性mpc跟踪fastplanner的局部轨迹☆105Dec 12, 2023Updated 2 years ago
- Motion retarget for legged robots.☆40Aug 24, 2025Updated 6 months ago
- Code and benchmark release for paper: GenTe: Generative Real-world Terrains for General Legged Robot Locomotion Control☆35Jul 13, 2025Updated 7 months ago
- (RSS 2021) Move Beyond Trajectories: Distribution Space Coupling for Crowd Navigation☆23Feb 9, 2025Updated last year