There are an almost infinite number of ways to wrap a string around a set of pegs. On the surface it may seem like a simple concept but prepare to be surprised and delighted at the variety of combinations the algorithm can produce. Each output from 'Ringers' is derived from a unique transaction hash and generated in Javascript in the browser. Feature variations include peg count, sizing, layout, wrap orientation, and a few colorful flourishes for good measure.

Ringers

My interpretation of Aerial View is a bird's Eye View over a city block with illuminated/twisted buildings and light trails. It uses an on-chain stored algorithm to represent the generative artwork based on a hash. Each Aerial comes with different distances, building elevations, rotations and colors. Welcome to my genesis project and the first step on my on-chain journey!

Aerial View

*Please Note: This is an Exponential Dutch Auction (no settlement). The price you purchase is the price you will pay.*

An ideal human being is one big optimization problem. We have a goal - we optimize our actions to maximize the outcome of this goal. 
In our initial days, we optimize to stay alive, during school, we optimize to study well, gain skills and obtain the best scores.

As we progress in our careers we optimize to get the most amount of money, material growth, and maybe even influential growth such as fame.

As we age we optimize to minimize diseases and maximize our lifespan - we workout, we eat healthily, we retire, and rest 

As ideal as it sounds, how do we know what exact actions would lead to maximizing my outcome? At this very moment - instead of reading this should you be doing something else that would make your life’s outcome better? Maybe, maybe not - We don't know... Although, we do find out through trial and error. 

In the grand scheme of things we’re just an agent exploring actions around us, learning which ones increase our reward and choosing the path that seems to lead to the maximum reward. Cerebellum is a window (pun intended) of the human mind - a continuously evolving art piece that is built on top of a reinforcement learning agent that is learning and optimizing and evolving as you see it. 

The project starts with an untrained model of a reinforcement learning agent that is deployed in an environment where it is faced with positive reward and negative reward. The agent is also equipped with a bunch of eyes that lets it sense the objects around it and judge if it wants to go ahead and consume the object or abstain and move in a different direction. The agent here is optimization to maximize its positive rewards while avoiding the negative ones. How does the agent know if a reward is positive or negative? - It learns that after experiencing a bunch of samples. And the magic is - all of this happens in your browser. The seemingly random motion of the agent at the beginning running into everything it sees subsides with time as it learns better about the environment and only hits on the positive rewards. How fast does this happen? Depends on your luck - every art has agents with varied number of eyes and range of these eyes. In addition with every refresh your agent would start from a new place, taking a new path - a path that might lead to it learning things at a different pace depending on what it comes across as it explores. To add some practicality - the environment also has some walls, elements that just block the agent from moving doesn’t add or decrease rewards. Hinders the agent’s movement, lets it find a different path - sometimes this is needed for the agent to strategize, sometimes it's just a hindrance… I’ll leave this to your imagination as you see the agent in action…
The seemingly random motion - the path towards true understanding - the process of optimisation is captured by the windows. Windows that show the beauty of this process expressed in a variety of ways. 

Cerebellum is a window into the black box of AI, an unapologetic exaltation of the unpolished, an ode to the process and its aesthetic vernacular.

+ Press 'p' to switch from 2d/3d views
+ Press 'e' to expose the reinforced learning layer
+ Press 't' to pause/unpause the training of the agent
+ Press 'w' to randomize the walls of the training environment

On mobile, tap to switch from 2d to 3d

Cerebellum

The phenomena of the spiral is located throughout the natural world, found in everything from nautili and galaxies, to fractals and sacred geometries. Much like the gravitational pull of patterns in the universe, Jen Stark's series of generative vortexes pays homage to the intricate systems present in our daily lives. 

Drawing upon the aesthetic practice of her signature paper sculptures, Stark's hand-cut techniques are translated to adapt and evolve within the digital realm through code, brought to life through harmonic sine waves.

Click and drag to interact with these sculptural tunnels.



Vortex

A study in reduction based around several repeating elements. A unique hash string seeded within each token informs the composition of the work. Variables include the color of the background, the amount of times each of the elements are duplicated, the set distance between each duplicate, and the coordinates of each element. Each token is unique.

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Ringers

Dmitri Cherniak

Aerial View

daLenz

Cerebellum

Laya Mathikshara & Santiago

Vortex

Jen Stark

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