Reinforcement Learning for robotics continuous control, mainly based on Proximal Policy Optimization, extending to Interpolated Policy Gradient and Hindsight Experience Replay (HER)
☆38Feb 5, 2019Updated 7 years ago
Alternatives and similar repositories for Interpolated-Policy-Gradient-with-PPO-for-Robotics-Control-
Users that are interested in Interpolated-Policy-Gradient-with-PPO-for-Robotics-Control- are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PPO with Hindsight Experience Replay (HER)☆12May 8, 2018Updated 8 years ago
- This repository contains the open source code used to generate the simulation results shown in the manuscript "Jaeyoung Lee and Richard S…☆12May 21, 2021Updated 5 years ago
- Autonomous disinfection robot with perception, localization, mapping, and navigation capability.☆17Mar 22, 2021Updated 5 years ago
- This is a TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DDPG)☆11Sep 14, 2017Updated 9 years ago
- V-REP Tethering Python Wrapper☆28Jun 7, 2017Updated 9 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Reinforcement learning library for PyTorch.☆12Jun 15, 2018Updated 8 years ago
- A simple highway traffic simulation for self-driving car agents in occupancy grid world☆16May 28, 2019Updated 7 years ago
- Applying Imagination-Augmented Agents for Deep Reinforcement Learning to the Rubik's Cube☆16Jul 26, 2018Updated 8 years ago
- OpenAI gym environment for collision avoidance and path following with an AUV☆36Aug 12, 2019Updated 7 years ago
- ☆24Apr 1, 2022Updated 4 years ago
- gym-auv repository upgraded to Stable-Baselines 3☆13Aug 24, 2023Updated 3 years ago
- Mobile robot control in V-REP using Deep Reinforcement Learning Algorithms.☆34Oct 12, 2020Updated 6 years ago
- An RL trained agent navigates towards the goal while avoiding pedestrians and static obstacles in indoor environments.☆16Aug 8, 2021Updated 5 years ago
- DHER: Hindsight Experience Replay for Dynamic Goals (ICLR-2019)☆65Nov 8, 2019Updated 6 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Attentional Mechanism incorporated in Asynchronous Advantage Actor Critic a3c/a2c deep mind☆10Jan 9, 2018Updated 8 years ago
- Hybrid A* Path Planner for the KTH Research Concept Vehicle☆16Sep 21, 2017Updated 9 years ago
- This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.☆63May 6, 2019Updated 7 years ago
- Comp 781 Project☆10Jan 2, 2026Updated 9 months ago
- Planning Beyond the Sensing Horizon Using a Learned Context☆10Jun 9, 2020Updated 6 years ago
- This project contains 2 methods for implementing an adaptive controller on a 2-link robot arm.☆14May 11, 2018Updated 8 years ago
- Implementation of Deep Q-Network(DQN)and Model Predictive Control, and their evaluation on the Quanser robot platform☆15Jul 24, 2020Updated 6 years ago
- Gym Environment for AUV docking procedure☆11Sep 20, 2022Updated 4 years ago
- Implementation of proximal policy optimization(PPO) with tensorflow☆35Feb 10, 2018Updated 8 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Minimal A2C/A3C example of an LSTM-based meta-learner.☆13Feb 2, 2021Updated 5 years ago
- multi-agent formation control environment implemented with MPE.☆16May 23, 2022Updated 4 years ago
- Control of a Quadrotor in 3D space - with path tracking and trajectory planning (Reference - ACL Lab, Aerial Robotics(Coursera))☆16Apr 18, 2018Updated 8 years ago
- Obstacle state estimation using ROS☆14Jun 1, 2020Updated 6 years ago
- In Progress : State of the art Distributed Distributional Deep Deterministic Policy Gradient algorithm implementation in pytorch.☆19Jun 15, 2018Updated 8 years ago
- ☆14Jul 11, 2022Updated 4 years ago
- ☆13Oct 27, 2019Updated 6 years ago
- Deep Reinforcement Learning for CoppeliaSim☆15Dec 8, 2022Updated 3 years ago
- V-REP Simulation of 7DOF robot arm controlled by python script with reinforcement learning☆15May 8, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆11Oct 19, 2020Updated 5 years ago
- KUKA LWR Tools☆29Jun 11, 2014Updated 12 years ago
- Modular-HER is revised from OpenAI baselines and supports many improvements for Hindsight Experience Replay as modules.☆17Jun 23, 2021Updated 5 years ago
- ☆14Sep 14, 2020Updated 6 years ago
- A ros package that tracks a selected target person using YOLOv3 and DeepSORT☆33Apr 12, 2023Updated 3 years ago
- Reinforcement Learning with Deep Energy-Based Policies☆438Nov 28, 2023Updated 2 years ago
- Personal Repo to keep track of RL papers☆31May 3, 2021Updated 5 years ago