2 papers
cs.GR2026
PyBatchRender: A Python Library for Batched 3D Rendering at Up to One Million FPS
Evgenii Rudakov, Jonathan Shock, Benjamin Ultan Cowley
Reinforcement learning from pixels is often bottlenecked by the performance and complexity of 3D rendered environments. Researchers face a trade-off between high-speed, low-level e…
cs.AI2025
Graph-Based Exploration for ARC-AGI-3 Interactive Reasoning Tasks
Evgenii Rudakov, Jonathan Shock, Benjamin Ultan Cowley
We present a training-free graph-based approach for solving interactive reasoning tasks in the ARC-AGI-3 benchmark. ARC-AGI-3 comprises game-like tasks where agents must infer task…