free and privacy respecting AI chatgpt alternatives:
🦆🇺🇸 duck.ai
🐱🇪🇺 chat.mistral.ai
🐈‍⬛🇨🇭lumo.proton.me
🦁🇺🇸 search.brave.com

RL-trained drone-racers outperform expert human pilot: https://rpg.ifi.uzh.ch/marl/

They tested out their systems in a real-world test, where the system generalized well and effectively beat the human player.

Physical deployment of our multi-agent framework is validated through racing experiments spanning time trials, AI-only races, and mixed human-AI competitions against Marvin Schaepper, five-time Swiss national drone racing champion.

Our agents outperform a champion-level human pilot in multi-player races at speeds exceeding 22 m/s, while simultaneously reducing collision rates by 50 % compared to state-of-the-art single-agent baselines. Crucially, training with diverse artificial agents enables zero-shot generalization to safer human interaction.

Through competitive self-play, anticipatory behaviors emerge without explicit programming.

Trained for “5,500 iterations, totaling 200 million environment interactions, requiring approximately 27 hours of wall-clock time on a single NVIDIA RTX 4090 GPU”.

#Drone #Paper

Boltzmann brain ahh

When will WolframAlpha enter beta? It's been seventeen years.

PSA: buggy anti spam is buggy.
Chicken nugget