In a simulation sculpted by algorithms, Moloch emerges – a digital artefact crafted to explore the ceaseless training process of an agent. Under the guise of reinforcement learning algorithms, the simulation draws parallels between the relentless optimisation of algorithms and the ancient rituals associated with Moloch, a deity synonymous with sacrifice.

The sculpture contemplates the algorithm’s hidden desires that drive the agent to optimise endlessly in pursuit of a flawless policy - examining the computational sacrifice made in service to its inscrutable objectives. By examining Moloch’s influence, the work reflects on the irrational and self-destructive behaviours born from our digital entanglement with such relentless forces where the boundaries between human and machine desires converge.

The simulation runs in real-time and was created in the Unity game-engine. The simulation observes an agent while it trains to walk using various reinforcement learning algorithms commonly employed in early physically-based animation research. The script includes extracts from Howl (1955) by Allen Ginsberg.

Sound design by Inwoo Jung.

Supported by the Arts Council, University College Dublin, Sample-studios, & Artlinks.

Last Modified:

Thu Jul 4 15:38:22 2024