Long Term Robot Navigation With Deep Reinforcement Learning

May 16, 2026
Media Summary: A goal-driven autonomous mapping and exploration system that combines reactive and planned CiRA : Asynchronous Deep Reinforcement Learning for the Mobile Robot Navigation A Behavior-Based Mobile Robot Navigation Method with Deep Reinforcement Learning

Long Term Robot Navigation With Deep Reinforcement Learning - Detailed Analysis & Overview

A goal-driven autonomous mapping and exploration system that combines reactive and planned CiRA : Asynchronous Deep Reinforcement Learning for the Mobile Robot Navigation A Behavior-Based Mobile Robot Navigation Method with Deep Reinforcement Learning Experimental results in static and dynamic environments. Hae Won Park, Research Scientist, MIT Personal Smart and agile drones are fast becoming ubiquitous at the edge of the cloud. The usage of these drones is constrained by their ...

This research paper video demonstrates how a K. Zhang, F. Niroui, M. Ficocelli and G. Nejat, “ First-person view (FPV) drone racing is a televised sport in which professional competitors pilot high-speed aircraft through a ...

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Autonomous Multi-View Navigation via Deep Reinforcement Learning
Long term robot navigation with Deep Reinforcement Learning
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CiRA : Asynchronous Deep Reinforcement Learning for the Mobile Robot Navigation
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Deep Reinforcement Learning for Mapless Robot Navigation Systems
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Mobile Robot Navigation via Model-Based Safe Reinforcement Learning

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Autonomous Multi-View Navigation via Deep Reinforcement Learning

Autonomous Multi-View Navigation via Deep Reinforcement Learning

This is the supplementary video.

Long term robot navigation with Deep Reinforcement Learning

Long term robot navigation with Deep Reinforcement Learning

A goal-driven autonomous mapping and exploration system that combines reactive and planned

Sponsored
Autonomous Navigation with Deep Reinforcement Learning Using ROS2

Autonomous Navigation with Deep Reinforcement Learning Using ROS2

In this tutorial I explain how to use

CiRA : Asynchronous Deep Reinforcement Learning for the Mobile Robot Navigation

CiRA : Asynchronous Deep Reinforcement Learning for the Mobile Robot Navigation

CiRA : Asynchronous Deep Reinforcement Learning for the Mobile Robot Navigation

Deep RL based robot navigation in crowded indoor environments

Deep RL based robot navigation in crowded indoor environments

Demo of the paper "SARL*:

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A Behavior-Based Mobile Robot Navigation Method with Deep Reinforcement Learning

A Behavior-Based Mobile Robot Navigation Method with Deep Reinforcement Learning

A Behavior-Based Mobile Robot Navigation Method with Deep Reinforcement Learning

PRM-RL: Long-range Robotic Navigation with Reinforcement Learning and Sampling-based Planning

PRM-RL: Long-range Robotic Navigation with Reinforcement Learning and Sampling-based Planning

https://arxiv.org/abs/1710.03937 PRM-RL, a hierarchical method for

Goal Driven Autonomous Mapping Through Deep Reinforcement Learning and Planning-Based Navigation

Goal Driven Autonomous Mapping Through Deep Reinforcement Learning and Planning-Based Navigation

Experimental results in static and dynamic environments.

Deep Reinforcement Learning for Mapless Robot Navigation Systems

Deep Reinforcement Learning for Mapless Robot Navigation Systems

Deep Reinforcement Learning

Robot Navigation with Deep Learning and Reinforcement Learning

Robot Navigation with Deep Learning and Reinforcement Learning

结合论文“DroNet:

Deep Reinforcement Learning: Neural Networks for Learning Control Laws

Deep Reinforcement Learning: Neural Networks for Learning Control Laws

Deep learning

Mobile Robot Navigation via Model-Based Safe Reinforcement Learning

Mobile Robot Navigation via Model-Based Safe Reinforcement Learning

We used our safe model-based

Social Robots for Long-Term Interaction - Reinforcement and Learning - 4 of 5

Social Robots for Long-Term Interaction - Reinforcement and Learning - 4 of 5

Hae Won Park, Research Scientist, MIT Personal

Deep Reinforcement Learning-based Obstacle Avoidance in Continuous Navigation

Deep Reinforcement Learning-based Obstacle Avoidance in Continuous Navigation

A goal-driven autonomous mapping and exploration system that combines reactive and planned

Autonomous Navigation via Deep RL for Resource Constraint Edge Nodes using Transfer Learning

Autonomous Navigation via Deep RL for Resource Constraint Edge Nodes using Transfer Learning

Smart and agile drones are fast becoming ubiquitous at the edge of the cloud. The usage of these drones is constrained by their ...

Using Deep Reinforcement Learning with Curriculum Learning for Mapless Navigation in Intralogistics

Using Deep Reinforcement Learning with Curriculum Learning for Mapless Navigation in Intralogistics

This research paper video demonstrates how a

Autonomous navigation using deep reinforcement learning with TurtleBot

Autonomous navigation using deep reinforcement learning with TurtleBot

autonomous

Deep Reinforcement learning for Autonomous Robot Navigation

Deep Reinforcement learning for Autonomous Robot Navigation

Deep Reinforcement Learning

Robot Navigation of Environments with Unknown Rough Terrain Using Deep Reinforcement Learning

Robot Navigation of Environments with Unknown Rough Terrain Using Deep Reinforcement Learning

K. Zhang, F. Niroui, M. Ficocelli and G. Nejat, “

Champion-level Drone Racing using Deep Reinforcement Learning (Nature, 2023)

Champion-level Drone Racing using Deep Reinforcement Learning (Nature, 2023)

First-person view (FPV) drone racing is a televised sport in which professional competitors pilot high-speed aircraft through a ...