Jens Lehmann

Papers on Lattice

Total citations

Topics

h-index

Publication activitypapers/week, last 8 weeks

Research focus

Tool Use & Agents (1)World Models & Planning (1)Code Generation & Program Synthesis (1)Eval Frameworks & Benchmarks (1)

Frequent co-authors

Andrei C. Aioanei (2)Sahar Vahdati (2)Andrei Aioanei (1)S. Khushbakht (1)

Papers (2)

Jul 30, 2026

Amazon ScienceJul 30, 2026·also TIB -Leibniz Information Centre for Science

Tycho: Active Abstraction with Programmatic World Models for ARC-AGI-3

Tycho's innovative approach to active abstraction allows agents to achieve perfect action efficiency while navigating complex game environments, outperforming human players significantly.

Jens Lehmann, Andrei C. Aioanei, Andrei Aioanei +1

Tool Use & Agents World Models & Planning

Mar 5, 2026

Mar 5, 2026·also TIB - Leibniz Information Centre

ARC-TGI: Human-Validated Task Generators with Reasoning Chain Templates for ARC-AGI

Forget static benchmarks: ARC-TGI offers a dynamic, human-validated approach to generating ARC-AGI tasks, enabling scalable dataset sampling and controlled benchmarking.

Jens Lehmann, S. Khushbakht, Syeda Khushbakht +6

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Reasoning & Chain-of-Thought

Search

Jens Lehmann

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)