yufengzhe1 / Collision-Avoidance-with-DRL
利用深度强化学习的方法实现多智能体间离散无交流的障碍避免。其中强化学习算法训练模型所需的数据集由最优互惠碰撞避免(Optimal Reciprocal Collision Avoidance, ORCA)算法生成。
☆79Updated 5 years ago
Alternatives and similar repositories for Collision-Avoidance-with-DRL:
Users that are interested in Collision-Avoidance-with-DRL are comparing it to the libraries listed below
- Path Planning for the Robots Using Reinforcement Learning☆32Updated 2 years ago
- Asynchronous Off-Policy Deep Reinforcement Learning For Wheeled Robot Path Planning☆44Updated 5 years ago
- multi-turtlebot3 collision avoidance and navigation via DDPG-LSTM with Prioritized Experience Replay on ROS☆69Updated 2 years ago
- 基于ppo的路径规划☆29Updated last year
- Optimal Path Planning with Deep Reinforcement Learning☆57Updated 4 years ago
- Deep reinforcement learning (DQN) implements robot path planning☆15Updated 4 years ago
- ☆44Updated 3 years ago
- ☆40Updated 3 years ago
- ☆46Updated 2 years ago
- Apresentation of a new path planning algorithm fusing RRT and DQN estrategies.☆26Updated 2 years ago
- A PettingZoo (https://pettingzoo.farama.org/) environment for maritime Capture the Flag with uncrewed surface vehicles (USVs).☆14Updated this week
- OpenAI gym environment of an Unmanned Surface Vehicle.☆42Updated 3 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…☆96Updated last year
- A framework for path-planing and obstacle avoidance using Deep Reinforcement Learning Techniques.☆11Updated 3 years ago
- 路径规划强化学习☆45Updated 4 years ago
- Code for G2RL to solve the multi-robot path planning problem in a fully distributed reactive manner.☆57Updated last year
- A leader-follower formation control using deep reinforcement learning environment, In which every agent can learn to follow the leader ag…☆43Updated last year
- Official implementation of the paper "Learning Coverage Paths in Unknown Environments with Deep Reinforcement Learning"☆20Updated 9 months ago
- MBaranPeker / Pursuit-Evasion-Game-with-Deep-Reinforcement-Learning-in-an-environment-with-an-obstacleIn this study, a multi agent chase-escape problem using Deep Q learning. Actors of the problem are smart evader and smart pursuers with o…☆23Updated last year
- A Reinforcement Learning (RL) agent for Coverage Path Planning.☆60Updated 3 years ago
- Application of an LSTM-based policy gradient on an RL agent☆14Updated 2 years ago
- This is the the partial code for my thesis. A COLREGS-compliant multiship collision avoidance based on deep reinforcement learning☆12Updated 11 months ago
- End-to-end reinforcement learning using DDPG and PPO algorithms in a simulated robot environment☆17Updated 4 years ago
- Multi Agent Reinforcement Learning for Dense Path Planning☆29Updated 2 years ago
- APF accelerates DQN in mobile robot path planning.☆19Updated last year
- Multi agent scalable reinforcement learning for formation control with collision avoidance☆24Updated 3 months ago
- ☆79Updated 7 years ago
- Deep reinforcement learning☆36Updated 3 years ago
- Mapless Collision Avoidance of Turtlebot3 Mobile Robot Using DDPG and Prioritized Experience Replay☆113Updated last year
- Multi-agent RL algorithms are applied to large-scale cooperative target searching mission☆34Updated 2 years ago