Скачать или смотреть VERSES Research Spotlight Autonomous Vehicle Trajectory Prediction and Occlusion Reasoning

A video summarizing a paper featuring the VERSES research team and researchers from the Volvo Cars Safety Centre, which proposes a radically different approach using what are called switching dynamical systems.
Researchers put their model to the test via simulations using real-world driving data from Waymo’s OpenMotion dataset. They were able to not just validate whether the model selected the optimal action but also how it arrived at its conclusions. They also tested how varying amounts of sample driving footage impacted performance.
The research is still in its early stages but could have significant implications for the future of self-driving.
Read the blog here:https://www.verses.ai/blog/trajectory...

The paper, Navigation under uncertainty: trajectory prediction and occlusion reasoning with switching dynamical systems was submitted to 2025 IEEE International Automated Vehicle Validation Conference. The paper can be found at: https://arxiv.org/html/2410.10653v1

VERSES is a cognitive computing company building next-generation intelligent software systems modeled after the Wisdom and Genius of Nature.

Designed around first principles found in science, physics and biology, our flagship product, Genius™, is a suite of tools for machine learning researchers and engineers to model complex dynamic systems and generate autonomous intelligent agents that continuously reason, plan, and learn. Imagine a Smarter World that elevates human potential through technology inspired by Nature.

Based on neuroscience: Led by Chief Scientist Dr. Karl Friston, a world-leading neuroscientist, VERSES directly integrated the first principles of cognition and intelligence observed in nature into their software/agents.
The company is at the forefront of developing Artificial General Intelligence (AGI) differently. They provide a biologically inspired AI platform that allows anyone to create intelligent agents at scale for any activity.
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