#python#agent#agentic_ai#grpo#kimi_ai#llms#lora#qwen#qwen3#reinforcement_learning#rl
ART is a tool that helps you train smart agents for real-world tasks using reinforcement learning, especially with the GRPO method. The standout feature is RULER, which lets you skip the hard work of designing reward functions by using a large language model to automatically score how well your agent is doing—just describe your task, and RULER takes care of the rest. This makes building and improving agents much faster and easier, works for any task, and often performs as well as or better than hand-crafted rewards. You can install ART with a simple command and start training agents right away, even on your own computer or with cloud resources.
https://github.com/OpenPipe/ART
#from#building
A series of immersive geodesic dome glamping sites, each featuring a panoramic window composed of precisely 16 equilateral triangles on the front facade. Nestled in a lush rainforest, the domes measure 6 meters in diameter and 3.5 meters in height. The transparent panoramic window provides an uninterrupted view of towering trees, vibrant flora, and the gentle trickle of a nearby waterfall. The photo captures the integration of the dome structures within the dense foliage, with the panoramic windows acting as portals into the enchanting forest. Sunlight filters through the canopy, creating a mesmerizing interplay of light and shadow within the domes. The overall ambiance is one of tranquility and harmony with nature, enticing visitors to embark on a serene glamping experience amidst the rainforest's embrace. Photography, mirrorless camera with a prime lens to capture the intricate details of the rainforest, --ar 16:9
✅ Revive Homes _Discord
@ai_artz
#from#building
A city of circular houses and community centers made out of grafted willow trees, recycled materials, and biomaterials; humans and animals coexisting amongst lush greenery and abounding nature without the presence of industrial materials
✅ nlynch00 _Discord
@ai_artz
#from#building
Floating House Visualization Amphibious design, flood-resilient construction, modular living spaces, energy-efficient technologies, solar panels, bold color accents, sustainable materials, adaptable to rising water levels, dimensions: 12m (L) x 8m (W) x 6m (H) --v 5
✅ Ahmet Ç _Discord
@ai_artz🌿
#from#building
An interior view of a Burger QSR featuring blue, orange, and white accents throughout the space. The seating area is decorated with a mix of comfortable chairs and booths, while the walls are adorned with abstract art and geometric patterns. The lighting fixtures create a warm and inviting atmosphere, complementing the vibrant color palette and fostering a sense of community.
✅ rajivkk _Discord
@ai_artz