Arena-Rosnav / rosnav-rlLinks
RosNav-RL is a modular DRL framework for ROS 2 with a pluggable architecture, allowing you to switch between RL backends like Stable-Baselines3 and DreamerV3 to accelerate research and deployment.
☆59Updated last week
Alternatives and similar repositories for rosnav-rl
Users that are interested in rosnav-rl are comparing it to the libraries listed below
Sorting:
- ☆88Updated last week
- Tentabot: Navigation Framework for Mobile Robots by Evaluating Motion Primitives (Tentacles)☆58Updated this week
- Using LiDAR sensory data as Input for Mapless Robot Navigation using Deep Reinforcement Learning☆36Updated 7 months ago
- [CoRL 2023] Context-Aware Deep Reinforcement Learning for Autonomous Robotic Navigation in Unknown Area - - Public code and model☆46Updated last year
- ☆57Updated 3 years ago
- This is the official repository of the PIC4rl-gym presented in the paper https://ieeexplore.ieee.org/abstract/document/10193996 (Accepted…☆52Updated 10 months ago
- Deep Reinforcement Learning Based Crowd Navigation with Perceived Risk of the Moving Crowd for Mobile Robots☆80Updated last year
- This repository is an extended version of the OmniIsaacGymEnvs repository, incorporating reinforcement learning for mobile robot navigati…☆54Updated 3 months ago
- Mobile Robot Planner with Low-cost Cameras Using Deep Reinforcement Learning☆30Updated 4 years ago
- [arXiv 2024] "HEIGHT: Heterogeneous Interaction Graph Transformer for Robot Navigation in Crowded and Constrained Environments"☆52Updated 4 months ago
- [ICRA 2023] Adaptive and Explainable Deployment of Navigation Skills via Hierarchical Deep Reinforcement Learning☆120Updated last year
- A OpenAI-gym compatible navigation simulator for mobile robot navigation☆26Updated last year
- paper-list of learning-based mobile navigation(especially motion planning & awareness)☆64Updated 4 years ago
- ☆61Updated last year
- ☆47Updated 3 years ago
- ☆17Updated last year
- High-fidelity simulator for off-road driving☆26Updated last year
- Code base for SICNav T-RO paper and SICNav-Diffusion RA-L paper☆59Updated last month
- [ICRA 2024] Decentralized Multi-Robot Navigation for Autonomous Surface Vehicles with Distributional Reinforcement Learning☆82Updated last year
- ☆61Updated last year
- DRL-VO navigation policy for BARN Challenge☆28Updated last year
- A ROS-based navigation gym environment with camera and lidar observation spaces and sensor perturbations.☆18Updated 4 months ago
- Pedestrian ROS simulator with Gazebo and differential wheeled robots☆65Updated 8 months ago
- (IJRR) Mixed Strategy Nash Equilibrium for Crowd Navigation☆33Updated 8 months ago
- Attention-based Deep Reinforcement Learning-based Autonomous Robot Exploration Planner in ROS1/ROS2☆95Updated last week
- Novel reinforcement learning based local planner that accounts for the dynamic constraints of the robot to enable smooth robot trajectori…☆41Updated 4 years ago
- ColorDynamic: Generalizable, Scalable, Real-time, End-to-end Local Planner for Unstructured and Dynamic Environments☆41Updated 6 months ago
- [T-RO 2023] DRL-VO: Learning to Navigate Through Crowded Dynamic Scenes Using Velocity Obstacles☆232Updated 3 months ago
- ☆20Updated 5 months ago
- Self-Learning Exploration and Mapping for Mobile Robots via Deep Reinforcement Learning☆94Updated 4 years ago