Rove beetles cloak themselves in ant pheromones to sneak into the insects’ nests for protection. But in an odd catch-22, that makes them forever reliant on their hosts Sceptobius beetles groom ants to ...
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Simulating an ant colony for 100 days
In this video, I raised a queen trap-jaw ant into an entire ant colony, observing the ants' reactions to simulate real-world events. The surprising ending sets the stage for another intriguing video. ...
Abstract: Ant Colony Optimization (ACO) is a prominent swarm intelligence algorithm extensively applied to path planning. However, traditional ACO methods often exhibit shortcomings, such as blind ...
Abstract: This study presents Neural Focused Ant Colony Optimization (NeuFACO), a non-autoregressive framework for the Traveling Salesman Problem (TSP) that combines advanced reinforcement learning ...
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I don’t trust recommended settings anymore
Whenever you launch a game for the first time and head to the graphics settings menu, you may have noticed how it has already made most of the decisions for you. Things like texture quality, shadows, ...
In this tutorial, we implement an end-to-end Direct Preference Optimization workflow to align a large language model with human preferences without using a reward model. We combine TRL’s DPOTrainer ...
What is this? This workflow optimizes PyTorch models by rewriting their computation graphs. Instead of changing the model's source code, it operates on a symbolic representation of the model's forward ...
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