Woodenonez / TrajTrack-MPCnDQN-RLBoostLinks
Use DQN to boost MPC computation for dynamic obstacle avoidance.
☆45Updated last year
Alternatives and similar repositories for TrajTrack-MPCnDQN-RLBoost
Users that are interested in TrajTrack-MPCnDQN-RLBoost are comparing it to the libraries listed below
Sorting:
- Integrating Reinforcement Learning and Model Predictive Control for Enhancing Safety in Automated Vehicle Systems☆32Updated last year
- CDC2024_submission_repository☆46Updated last year
- Dubin's Vehicle Model in Gym Environment for Path Tracking using RL Algorithms☆16Updated 4 years ago
- ☆12Updated 5 years ago
- This repo is related to Deep Policy search using MPC.☆18Updated 3 years ago
- Repo for the distributed-safe-learning-control for DMPC program☆14Updated 4 months ago
- DRL-based collision avoidance for turtlebot3☆19Updated 2 years ago
- APF accelerates DQN in mobile robot path planning.☆23Updated 2 years ago
- Application of an LSTM-based policy gradient on an RL agent☆15Updated 3 years ago
- A framework for path-planing and obstacle avoidance using Deep Reinforcement Learning Techniques.☆15Updated 4 years ago
- ☆79Updated 3 years ago
- End-to-end reinforcement learning using DDPG and PPO algorithms in a simulated robot environment☆20Updated 5 years ago
- Distributed Multi-vehicle Task Assignment and Motion Planning in Dense Environments☆49Updated last year
- a RL-MPC control scheme for Autonomous Driving☆20Updated 2 years ago
- Code for “HeR-DRL:Heterogeneous Relational Deep Reinforcement Learning for Single-Robot and Decentralized Multi-Robot Crowd Navigation”☆14Updated 10 months ago
- Safety-aware MPC-based RL framework☆67Updated last year
- Reinforcement Learning (RL) based navigation implementation for mobile robot navigation. The algorithms of TD3, DDPG, SAC, DQN, Q-Learnin…☆29Updated 2 years ago
- Motion Planning for Vehicle with Static and Dynamic Obstacle Avoidance using Optimal Based Collision Avoidance (OBCA).☆56Updated 2 years ago
- RRT*-MPC path planning for spacecraft navigation in dynamic environment. Graded project for the ETH course "Planning and Decision Making …☆32Updated 3 years ago
- Safe control of unknown dynamic systems with reinforcement learning and model predictive control☆53Updated 6 years ago
- ☆57Updated 3 years ago
- ☆30Updated 3 years ago
- repo for the MPC-RL summer school project☆15Updated 3 years ago
- A ROS package of a autonomous navigation method based on SAC and Bidirectional RRT* (Repository RL-RRT-Global-Planner).☆57Updated 3 years ago
- 新增一个CBF层,并将其结合进actor网络中,得到safe RL框架。后续验证中发现这种做法并没有实质性的用处,所以不再继续这个项目☆11Updated 2 years ago
- 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…☆44Updated last year
- Simple scripts that are used for solving motion planning & obstacle avoidance problems via Model Predictive Control (MPC) & Control Barri…☆16Updated 11 months ago
- DRL-VO navigation policy for BARN Challenge☆28Updated last year
- reinforcement learning, navigation, unitree, velodyne, slam, collision avoidance☆28Updated 4 months ago
- Simulations of vehicle platooning using hybrid model predictive control strategies.☆19Updated last year