chch9907 / turtlebot3-DDPG-LSTM-PER
multi-turtlebot3 collision avoidance and navigation via DDPG-LSTM with Prioritized Experience Replay on ROS
☆75Updated 2 years ago
Alternatives and similar repositories for turtlebot3-DDPG-LSTM-PER
Users that are interested in turtlebot3-DDPG-LSTM-PER are comparing it to the libraries listed below
Sorting:
- 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…☆107Updated last year
- ☆40Updated 2 years ago
- ☆48Updated 2 years ago
- Path Planning for the Robots Using Reinforcement Learning☆35Updated 2 years ago
- Mapless Collision Avoidance of Turtlebot3 Mobile Robot Using DDPG and Prioritized Experience Replay☆117Updated last year
- Robot navigation using deep reinforcement learning☆62Updated 2 years ago
- 基于ppo的路径规划☆36Updated last year
- DRL-based path planner for real quadrotor☆47Updated last year
- Asynchronous Off-Policy Deep Reinforcement Learning For Wheeled Robot Path Planning☆44Updated 5 years ago
- Pytorch implementations of the multi-agent reinforcement learning algorithms, including QMIX, VDN, COMA, MADDPG, MATD3, FACMAC and MASoft…☆36Updated 2 months ago
- obstacle detection and avoidance for UAV via gazebo☆57Updated last year
- Adaptive Informative Path Planning Using Deep Reinforcement Learning for UAV-based Active Sensing☆106Updated 2 years ago
- A customized grid map-based navigation simulation platform following the Gym API.☆40Updated last year
- Reinforcement Learning (RL) based navigation implementation for mobile robot navigation. The algorithms of TD3, DDPG, SAC, DQN, Q-Learnin…☆27Updated last year
- ☆58Updated 2 years ago
- Code for G2RL to solve the multi-robot path planning problem in a fully distributed reactive manner.☆64Updated last year
- Rishikesh-Jadhav / Reinforcement-Learning-for-Autonomous-Navigation-using-Deep-Q-Network-and-Twin-Delayed-DDPGThis repository hosts the implementation of autonomous vehicle navigation using RL techniques, with a specific emphasis on Deep Q-Network…☆30Updated 11 months ago
- End-to-end reinforcement learning using DDPG and PPO algorithms in a simulated robot environment☆19Updated 5 years ago
- [T-ITS'23] Sim-to-real goal-oriented mapless autonomous navigation (DRL navigation).☆125Updated 10 months ago
- Part of my final year project:"Robot Path Planning based on Visual SLAM". This is the path planning part. In this part, I have used Q-lea…☆39Updated last year
- A leader-follower formation control using deep reinforcement learning environment, In which every agent can learn to follow the leader ag…☆49Updated 2 years ago
- Using RL based controller for steering function of RRT. And a network learns to perform motion planning☆34Updated 4 years ago
- Robot Navigation in a Crowd by Integrating Deep Reinforcement Learning and Online Planning☆66Updated 3 years ago
- code for `Autonomous navigation of UAV in multi-obstacle environments based on a Deep Reinforcement Learning approach'☆33Updated last year
- ☆42Updated 3 years ago
- Apresentation of a new path planning algorithm fusing RRT and DQN estrategies.☆29Updated 2 years ago
- Hierarchical and Stable Multiagent Reinforcement Learning for Cooperative Navigation Control☆10Updated 3 years ago
- [RA-Letter 2022] "Reinforcement Learned Distributed Multi-Robot Navigation with Reciprocal Velocity Obstacle Shaped Rewards"☆225Updated 2 weeks ago
- A Reinforcement Learning (RL) agent for Coverage Path Planning.☆65Updated 3 years ago
- APF accelerates DQN in mobile robot path planning.☆24Updated last year