cog-model / NPFieldLinks
Neural Potential Field for Obstacle-Aware Local Motion Planning
☆21Updated last year
Alternatives and similar repositories for NPField
Users that are interested in NPField are comparing it to the libraries listed below
Sorting:
- The Visibility-Aware RRT* implementation for safety-critical navigation with perception-limited robots.☆38Updated 5 months ago
- This repository contains the software and data for the ICRA2023 submitted article "NMPC for Deep Neural Network-Based Collision Avoidance…☆26Updated last year
- Approach where the repulsive potential in an MPC pipeline is estimated by a neural model.☆18Updated 7 months ago
- A topology aware sampling-based global planner for dynamic 2D environments☆56Updated 8 months ago
- List of planning algorithms developed at MIT-ACL☆38Updated 2 years ago
- Survey on robotic learning for adaptive informative path planning☆20Updated last year
- Temporal Probabilistic Roadmap (T-PRM)☆44Updated 2 years ago
- gym environment for drone 2D active perception in dynamic environment☆14Updated last year
- RAPA-Planner: Robust and Efficient Motion Planning for Quadrotors Based on Parallel RA-MPPI☆22Updated 11 months ago
- Open source code for paper FACT: Fast and Active Coordinate Initialization for Vision-based Drone Swarm☆20Updated 8 months ago
- PUMA: Fully Decentralized Uncertainty-aware Multiagent Trajectory Planner with Real-time Image Segmentation-based Frame Alignment☆38Updated last year
- ☆20Updated last month
- This is the code repository of a tutorial overview of Path Integral (PI) approaches for stochastic optimal control and trajectory optimiz…☆20Updated 2 years ago
- learning based uncertainty-aware 3D offroad navigation☆27Updated 2 years ago
- BiC-MPPI: Goal-Pursuing, Sampling-Based Bidirectional Rollout Clustering Path Integral for Trajectory Optimization☆17Updated 11 months ago
- A distributed TEB planner for multi-robot trajectory planning☆37Updated 2 years ago
- Repository of the work AVOCADO: Adaptive Optimal Collision Avoidance driven by Opinion (IEEE Transactions on Robotics, 2025)☆20Updated 5 months ago
- ☆18Updated 3 years ago
- a solver-free polynomial trajectory generation framework☆58Updated 2 years ago
- Trajectory generation and optimization☆28Updated 2 years ago
- ☆15Updated 3 years ago
- CTopPRM☆16Updated last year
- "Autonomous Emergency Landing for Multicopters using Deep Reinforcement Learning", IROS 2022☆22Updated 2 years ago
- chasing algorithm for up to two target in obstacle environment☆20Updated 3 years ago
- Implementation for "Towards Optimizing a Convex Cover of Collision-Free Space for Trajectory Generation"☆32Updated last month
- [CoRL 2023] SOGMP++/SOGMP: Stochastic Occupancy Grid Map Prediction in Dynamic Scenes☆31Updated last month
- ☆20Updated last year
- ☆31Updated 4 years ago
- Offroad autonomous navigation based on MPC and model-based RL using RC cars☆21Updated last year
- A guidance for the design and evaluation of motion planners for quadrotors in Environments with Varying Complexities☆42Updated last year