Heavy Machines Archives

Robotizing an underground mining wheel loader

Automatic control of a wheel loader doing bucket filling can be solved using deep reinforcement learning. This was recently demonstrated in a simulator environment by a team from Algoryx, Epiroc, and Umeå University. The scientific paper was recently published in the journal Machines. In underground mines, specialized wheel loaders (LHD) are used for loading fragmented […]

Towards self-loading forest machines

Researchers and engineers at Algoryx and Umeå University present the first successful implementation of a reinforcement learning controlled forestry machine at IROS 2021.

Automating the forest industry with AI

Developing AI-controlled machines with good sim-to-real transfer

We used reinforcement learning to show that it’s possible to automate grasping of a randomly placed tree log with an AI-controlled forest machine.

Groundbreaking AI-project for autonomous machines

Algoryx has used AGX Dynamics, Unity and ML-Agents for machine learning of an AI-controlled wheel loader.

Algoryx now a Unity Verified Solutions Partner

AGX Dynamics for Unity has been verified by Unity Technologies to ensure it is optimized for the Unity real-time 3D development platform with a seamless user experience.

Algoryx boosts international growth by participating in the TINC accelerator

Algoryx participates in accelerator program TINC is arranged by Nordic Innovation House in Silicon Valley, USA

Algoryx top ranked in the Swedish AI landscape map

Algoryx is top ranked in the Swedish AI startup landscape, selected using criteria such as use of AI, scalability, access to and use of data, and the AI skills of their personnel.