[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.
☆39Aug 18, 2024Updated last year
Alternatives and similar repositories for PNGNav
Users that are interested in PNGNav are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICRA24] Neural Informed RRT*☆106Jun 8, 2025Updated 10 months ago
- Neural network that creates path probability map used to speed up RRT* alghorithm.☆18Aug 7, 2025Updated 8 months ago
- Motion Planning Transformer☆45Aug 8, 2022Updated 3 years ago
- ☆15Mar 25, 2021Updated 5 years ago
- ☆59Jan 23, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆13Oct 9, 2023Updated 2 years ago
- Simulation of RRT, RRT*, RRT*-FN and RRT*-FND algorithms.☆14May 15, 2023Updated 2 years ago
- [CoRL 2023] Context-Aware Deep Reinforcement Learning for Autonomous Robotic Navigation in Unknown Area - - Public code and model☆56Jan 13, 2024Updated 2 years ago
- Sample-efficient learning-based dynamic environment navigation with transferring experience from optimization-based planner☆18May 31, 2025Updated 11 months ago
- (ICRA 2024) SCALE: Self-Correcting Visual Navigation for Mobile Robots via Anti-Novelty Estimation☆11Jan 7, 2025Updated last year
- Deep Reinforcement Learning Based Crowd Navigation with Perceived Risk of the Moving Crowd for Mobile Robots☆89Oct 6, 2023Updated 2 years ago
- High-level Python Particle Sequential Convex Programming Model Predictive Control (SCP PMPC) interface☆17Oct 30, 2023Updated 2 years ago
- "Adaptive Cruise Control for a Hybrid Vehicle with Deep Policy Gradients". Final project for ECE 517/414 Reinforcement Learning.☆13Dec 8, 2021Updated 4 years ago
- [TRO-2025] SCOPE: Stochastic Cartographic Occupancy Prediction Engine for Uncertainty-Aware Dynamic Navigation☆32Feb 2, 2026Updated 3 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Repository for W-RIZZ (RA-L 2024)☆17Apr 17, 2024Updated 2 years ago
- Use DQN to boost MPC computation for dynamic obstacle avoidance.☆47Sep 7, 2024Updated last year
- Code for NeurIPS22' paper Learning-based Motion Planning in Dynamic Environments Using GNNs and Temporal Encoding☆27Jul 23, 2023Updated 2 years ago
- Code for paper "Group-based Motion Prediction for Navigation in Crowded Environments"☆14Feb 19, 2025Updated last year
- Using for evaluate ROS global planner☆24Mar 17, 2022Updated 4 years ago
- Supports the various URDF and GAZEBO mobile robot model☆70Mar 8, 2022Updated 4 years ago
- ☆14May 9, 2023Updated 2 years ago
- Himloco with modifications of AMP, reward, recovery and etc.☆47Sep 5, 2025Updated 8 months ago
- A Gazebo plugin for pedestians with collision property. You can construct a dynamic environment in ROS easily using plugin.☆66Apr 10, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Velocity-Obstacle using Sampling☆13May 30, 2021Updated 4 years ago
- This is a ROS Global Planner Plugin that implements the PSO (Particle Swarm Optimization) path planning algorithm.☆115Dec 14, 2023Updated 2 years ago
- APACE: Agile and Perception-aware Trajectory Generation for Quadrotor Flights (ICRA2024)☆56Jun 28, 2024Updated last year
- POMDP wrappers for OpenAI Gym☆15Nov 4, 2019Updated 6 years ago
- A ROS package to control and simulate an autonomous robotic arm in picking and placing items. Technologies used include OpenCV, ROS, Gaze…☆10Jan 25, 2021Updated 5 years ago
- paper-list of learning-based mobile navigation(especially motion planning & awareness)☆64May 30, 2021Updated 4 years ago
- 不同路径优化算法的纯C++/Python实现☆37Apr 2, 2026Updated last month
- 全向移动机器人,使用非线性mpc跟踪fastplanner的局部轨迹☆111Dec 12, 2023Updated 2 years ago
- This Project is to have a Robot Arm to do sorting mechanisms for things using darknet with addition of Digital Twins☆12Mar 31, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A high-performance, multi-sensor supported off-road environment simulator☆72Jul 23, 2025Updated 9 months ago
- Homework for Numerical Optimization in Robotics☆24Sep 9, 2022Updated 3 years ago
- Path planning policy learned by behavior cloning, from RRT to neural network☆32May 15, 2019Updated 6 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
- [T-RO 2023] DRL-VO: Learning to Navigate Through Crowded Dynamic Scenes Using Velocity Obstacles☆285Sep 12, 2025Updated 7 months ago
- An efficient ROS global path planner for calculating non-homotopic shortest paths☆15Jun 3, 2024Updated last year
- Improving navigation in cluttered environments through movability awareness of blocking obstacles.☆18May 6, 2025Updated 11 months ago