sldai / crl_kinoLinks
Using RL based controller for steering function of RRT. And a network learns to perform motion planning
☆34Updated 5 years ago
Alternatives and similar repositories for crl_kino
Users that are interested in crl_kino are comparing it to the libraries listed below
Sorting:
- A ROS package of a autonomous navigation method based on SAC and Bidirectional RRT* (Repository RL-RRT-Global-Planner).☆56Updated 2 years ago
- Turtlebot Robot Navigation in Gazebo based on DRL☆21Updated 3 years ago
- Asynchronous Off-Policy Deep Reinforcement Learning For Wheeled Robot Path Planning☆45Updated 6 years ago
- 在turtlebot3,pytorch上使用DQN,DDPG,PPO,SAC算法,在gazebo上实现仿真。Use DQN, DDPG, PPO, SAC algorithm on turtlebot3, pytorch on turtlebot3, pytorch, an…☆120Updated last year
- Mapless Collision Avoidance of Turtlebot3 Mobile Robot Using DDPG and Prioritized Experience Replay☆121Updated 2 years ago
- A customized grid map-based navigation simulation platform following the Gym API.☆42Updated 2 years ago
- End to end motion planner using Deep Deterministic Policy Gradient (DDPG) in gazebo☆234Updated 2 years ago
- Robot navigation using deep reinforcement learning☆67Updated 3 years ago
- DRL-VO navigation policy for BARN Challenge☆28Updated last year
- Model Predictive Control with discrete-time Control Barrier Functions (MPC-CBF) for a wheeled mobile robot.☆160Updated 2 years ago
- RL Navigation for Mantis and Turtlebot3☆24Updated 4 years ago
- Use DQN to boost MPC computation for dynamic obstacle avoidance.☆43Updated last year
- End-to-end reinforcement learning using DDPG and PPO algorithms in a simulated robot environment☆20Updated 5 years ago
- ☆12Updated 4 years ago
- Implementation of paper "Decentralized Non-communicating Multiagent Collision Avoidance with Deep Reinforcement Learning". NO LONGER MAIN…☆93Updated 6 years ago
- Novel reinforcement learning based local planner that accounts for the dynamic constraints of the robot to enable smooth robot trajectori…☆94Updated 4 months ago
- ☆102Updated 3 years ago
- multi-turtlebot3 collision avoidance and navigation via DDPG-LSTM with Prioritized Experience Replay on ROS☆76Updated 3 years ago
- ☆54Updated 3 years ago
- Dubin's Vehicle Model in Gym Environment for Path Tracking using RL Algorithms☆15Updated 4 years ago
- Target tracking environments for RL☆30Updated 4 years ago
- ☆154Updated 2 years ago
- Training code for GA3C-CADRL algorithm (collision avoidance with deep RL)☆128Updated 3 years ago
- ☆73Updated 4 years ago
- An open source repository for control, planning and navigation about control barrier functions.☆201Updated last year
- [RA-Letter 2022] Reinforcement Learned Distributed Multi-Robot Navigation with Reciprocal Velocity Obstacle Shaped Rewards☆253Updated 4 months ago
- ☆48Updated 3 years ago
- ☆40Updated 2 years ago
- OpenAI gym environment of an Unmanned Surface Vehicle.☆42Updated 4 years ago
- DRL-based collision avoidance for turtlebot3☆19Updated 2 years ago