Media Summary: A Sim-to-Real Pipeline for Deep Reinforcement Learning for Autonomous Robot Neural network from arena-rosnav ( which tries to avoid collisions against moving ... This is an improved version of Hafiq's work in restricting attention to k most dangerous obstacles. In addition to attending to k ...

Drl Navigation Comparison Experiment - Detailed Analysis & Overview

A Sim-to-Real Pipeline for Deep Reinforcement Learning for Autonomous Robot Neural network from arena-rosnav ( which tries to avoid collisions against moving ... This is an improved version of Hafiq's work in restricting attention to k most dangerous obstacles. In addition to attending to k ... This video summarizes the results of my Master Thesis "Applying Deep Reinforcement Learning in the Testing out a Deep Reinforcement Learning agent (TD3) for autonomous robot Deep Reinforcement Learning for Mapless Robot

This video presents the real-world validation of an end-to-end social Paper Title: A Sim-to-Real Pipeline for Deep Reinforcement Learning for Autonomous Robot Demo of the paper "SARL*: Deep Reinforcement Learning based Human-Aware In this tutorial I explain how to use deep reinforcement learning to do

Photo Gallery

DRL Navigation Comparison Experiment
DRL navigation in dynamic environment | Autonomous Robots
DRL-based crowd navigation
DRL Based Rough Terrain Autonmous Navigation 7-14
DRL-based crowd navigation with attention to k- obstacles
DRL in the Navigation of Mobile Robots in Static and  Dynamic Environements
DRL robot navigation ros2 test run
Deep Reinforcement Learning for Mapless Robot Navigation Systems
End-to-End Social Mobile Robot Navigation with Reinforcement Learning: A Comparative Study
A Sim-to-Real Pipeline for DRL for Autonomous Robot Navigation in Cluttered Rough Terrain
Deep RL based robot navigation in crowded indoor environments
Indoor Robot Navigation Using Deep Reinforcement Learning (DRL) with RGBD Images
View Detailed Profile
DRL Navigation Comparison Experiment

DRL Navigation Comparison Experiment

A Sim-to-Real Pipeline for Deep Reinforcement Learning for Autonomous Robot

DRL navigation in dynamic environment | Autonomous Robots

DRL navigation in dynamic environment | Autonomous Robots

Neural network from arena-rosnav (https://github.com/ignc-research/arena-rosnav) which tries to avoid collisions against moving ...

DRL-based crowd navigation

DRL-based crowd navigation

Hafiq's

DRL Based Rough Terrain Autonmous Navigation 7-14

DRL Based Rough Terrain Autonmous Navigation 7-14

A Sim-to-Real Pipeline for Deep Reinforcement Learning for Autonomous Robot

DRL-based crowd navigation with attention to k- obstacles

DRL-based crowd navigation with attention to k- obstacles

This is an improved version of Hafiq's work in restricting attention to k most dangerous obstacles. In addition to attending to k ...

DRL in the Navigation of Mobile Robots in Static and  Dynamic Environements

DRL in the Navigation of Mobile Robots in Static and Dynamic Environements

This video summarizes the results of my Master Thesis "Applying Deep Reinforcement Learning in the

DRL robot navigation ros2 test run

DRL robot navigation ros2 test run

Testing out a Deep Reinforcement Learning agent (TD3) for autonomous robot

Deep Reinforcement Learning for Mapless Robot Navigation Systems

Deep Reinforcement Learning for Mapless Robot Navigation Systems

Deep Reinforcement Learning for Mapless Robot

End-to-End Social Mobile Robot Navigation with Reinforcement Learning: A Comparative Study

End-to-End Social Mobile Robot Navigation with Reinforcement Learning: A Comparative Study

This video presents the real-world validation of an end-to-end social

A Sim-to-Real Pipeline for DRL for Autonomous Robot Navigation in Cluttered Rough Terrain

A Sim-to-Real Pipeline for DRL for Autonomous Robot Navigation in Cluttered Rough Terrain

Paper Title: A Sim-to-Real Pipeline for Deep Reinforcement Learning for Autonomous Robot

Deep RL based robot navigation in crowded indoor environments

Deep RL based robot navigation in crowded indoor environments

Demo of the paper "SARL*: Deep Reinforcement Learning based Human-Aware

Indoor Robot Navigation Using Deep Reinforcement Learning (DRL) with RGBD Images

Indoor Robot Navigation Using Deep Reinforcement Learning (DRL) with RGBD Images

RGBD robot

Autonomous Navigation with Deep Reinforcement Learning Using ROS2

Autonomous Navigation with Deep Reinforcement Learning Using ROS2

In this tutorial I explain how to use deep reinforcement learning to do