LASER: LLM Agent with State-Space Exploration for Web Navigation
Paper • 2309.08172 • Published • 13
State space LLM
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Nemotron 3 Ultra: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
Paper • 2606.15007 • Published • 19 -
StateM: Reaching 95.3% Raw Accuracy, or a \$15 Frontier Run, on Terminal-Bench 2.1 via Harness Scaling
Paper • 2608.15089 • Published • 105 -
FACET: Preserving Source Intent and Executable State in Terminal Task Synthesis
Paper • 2608.18580 • Published • 35 -
Discovery Foundation Models: Toward Open-Ended Discovery Intelligence
Paper • 2609.15973 • Published • 29 -
Embodied Turing Machines: Stateful Code for Robot Recursive Self-Improvement
Paper • 2610.12369 • Published • 25 -
State World Models: Execute the Rules, Generate the Pixels
Paper • 2610.26811 • Published • 13 -
PAR: Progress-Aligned Recurrence for Length Generalization in State Tracking
Paper • 2610.27628 • Published • 56 -
Probing Spatial State Representations in Visual Foundation Models
Paper • 2610.40636 • Published • 20