Jason-CKY / DeepRL-pytorch
Pytorch implementations of various Deep Reinforcement Learning algorithms on pybullet environments.
☆29Updated 3 years ago
Alternatives and similar repositories for DeepRL-pytorch:
Users that are interested in DeepRL-pytorch are comparing it to the libraries listed below
- Custom Franka Panda environment in PyBullet☆21Updated 2 years ago
- Asynchronous Reinforcement Learning for UR5 Robotic Arm☆39Updated 3 years ago
- DDPGfD: This is our implementation project for the Reinforcement Learning course in NCTU.☆33Updated 3 years ago
- Chapter 16 Robot Learning in Simulation in book Deep Reinforcement Learning: example of Sawyer robot learning to reach the target with pa…☆53Updated 3 years ago
- Reinforcement learning environment with CoppeliaSim simulation platform.☆63Updated 3 years ago
- A gym environment designed for free-floating space robot control based on the MuJoCo platform.☆94Updated 2 years ago
- Pybullet version of the multigoal robotics environment from OpenAI Gym☆91Updated last year
- A DRL implementation repo☆21Updated 4 months ago
- Motion Planner Augmented Reinforcement Learning for Robot Manipulation in Obstructed Environments (CoRL 2020)☆75Updated 2 years ago
- DDPG with Hindsight Experience Replay (HER) solving Openai gym Fetch robotic environment in Pytorch☆15Updated 3 years ago
- Efficiency, Stability and Generalization Analysis for Reinforcement Learning on Robotic Peg-in-hole Assembly☆24Updated 5 years ago
- Model Predictive Actor-Critic Reinforcement Learning☆60Updated 3 years ago
- Official implementation for the UOF paper (algorithm & environment)☆30Updated last year
- A reinforcement learning environment using Gazebo, ROS and openAI gym☆18Updated 6 years ago
- A implementation for soving reach target task based on TD3 with HER using PaddlePaddle.☆12Updated 4 years ago
- Robot Learning from Expert Demonstration Using IRL☆13Updated 4 years ago
- Learning to Fill the Seam by Vision: Sub-millimeter Peg-in-hole on Unseen Shapes in Real World☆34Updated last year
- DDPG + HER implementation in PyTorch for FetchSlide Robot☆19Updated 2 years ago
- This is the repository of Robotic Arm Motion Planning Simulation Based on Reinforcement Learning.☆42Updated 2 years ago
- ☆14Updated 5 years ago
- An implementation of deep reinforcement learning TD3 algorithm with prioritized experience replay (PER) buffer☆23Updated 5 years ago
- Robot Reinforcement Learning on the Constraint Manifold☆50Updated 3 years ago
- OpenAI Gym Robot Arm Environment in 2D☆27Updated 2 years ago
- A multi-subtask reinforcement learning method where complex tasks can be decomposed into low-level subtasks.☆32Updated 3 years ago
- ☆23Updated 4 years ago
- Robot arm control using reinforcement learning algorithms : DDPG and TD3 with hindsight experience replay (HER)☆59Updated last year
- ☆43Updated 3 years ago
- Novel Reinforcement Learning method for tackling goal-oriented robotics tasks with obstacles.☆34Updated 3 years ago
- ☆74Updated last year
- Learning and generalization on a navigation task of a wheeled robot☆12Updated 3 years ago