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Collections including paper arxiv:2410.07484

Neurosymbolic AI (+hyphen)

A Fully Spectral Neuro-Symbolic Reasoning Architecture with Graph Signal Processing as the Computational Backbone

Paper • 2508.14923 • Published Aug 19, 2025 • 1
A DbC Inspired Neurosymbolic Layer for Trustworthy Agent Design

Paper • 2508.03665 • Published Aug 5, 2025 • 1
Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence and its Societal Impact

Paper • 2507.00951 • Published Jul 1, 2025 • 24
HyDRA: A Hybrid-Driven Reasoning Architecture for Verifiable Knowledge Graphs

Paper • 2507.15917 • Published Jul 21, 2025

Lessons from Learning to Spin "Pens"

Paper • 2407.18902 • Published Jul 26, 2024 • 21
Diffusion Models Are Real-Time Game Engines

Paper • 2408.14837 • Published Aug 27, 2024 • 126
WALL-E: World Alignment by Rule Learning Improves World Model-based LLM Agents

Paper • 2410.07484 • Published Oct 9, 2024 • 51
Autonomous Character-Scene Interaction Synthesis from Text Instruction

Paper • 2410.03187 • Published Oct 4, 2024 • 7

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 29
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 15
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

Embodiment enables interaction of model with environment. Key is to anticipate what change could've come with its current action.

Scaling Cross-Embodied Learning: One Policy for Manipulation, Navigation, Locomotion and Aviation

Paper • 2408.11812 • Published Aug 21, 2024 • 6
WebArena: A Realistic Web Environment for Building Autonomous Agents

Paper • 2307.13854 • Published Jul 25, 2023 • 26
Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11, 2024 • 32
Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Paper • 2409.08264 • Published Sep 12, 2024 • 48

Can large language models explore in-context?

Paper • 2403.15371 • Published Mar 22, 2024 • 33
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models

Paper • 2406.04271 • Published Jun 6, 2024 • 29
CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis

Paper • 2407.13301 • Published Jul 18, 2024 • 55
WALL-E: World Alignment by Rule Learning Improves World Model-based LLM Agents

Paper • 2410.07484 • Published Oct 9, 2024 • 51

Neurosymbolic AI (+hyphen)

A Fully Spectral Neuro-Symbolic Reasoning Architecture with Graph Signal Processing as the Computational Backbone

Paper • 2508.14923 • Published Aug 19, 2025 • 1
A DbC Inspired Neurosymbolic Layer for Trustworthy Agent Design

Paper • 2508.03665 • Published Aug 5, 2025 • 1
Thinking Beyond Tokens: From Brain-Inspired Intelligence to Cognitive Foundations for Artificial General Intelligence and its Societal Impact

Paper • 2507.00951 • Published Jul 1, 2025 • 24
HyDRA: A Hybrid-Driven Reasoning Architecture for Verifiable Knowledge Graphs

Paper • 2507.15917 • Published Jul 21, 2025

Embodiment enables interaction of model with environment. Key is to anticipate what change could've come with its current action.

Scaling Cross-Embodied Learning: One Policy for Manipulation, Navigation, Locomotion and Aviation

Paper • 2408.11812 • Published Aug 21, 2024 • 6
WebArena: A Realistic Web Environment for Building Autonomous Agents

Paper • 2307.13854 • Published Jul 25, 2023 • 26
Agent Workflow Memory

Paper • 2409.07429 • Published Sep 11, 2024 • 32
Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale

Paper • 2409.08264 • Published Sep 12, 2024 • 48

Lessons from Learning to Spin "Pens"

Paper • 2407.18902 • Published Jul 26, 2024 • 21
Diffusion Models Are Real-Time Game Engines

Paper • 2408.14837 • Published Aug 27, 2024 • 126
WALL-E: World Alignment by Rule Learning Improves World Model-based LLM Agents

Paper • 2410.07484 • Published Oct 9, 2024 • 51
Autonomous Character-Scene Interaction Synthesis from Text Instruction

Paper • 2410.03187 • Published Oct 4, 2024 • 7

Can large language models explore in-context?

Paper • 2403.15371 • Published Mar 22, 2024 • 33
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models

Paper • 2406.04271 • Published Jun 6, 2024 • 29
CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis

Paper • 2407.13301 • Published Jul 18, 2024 • 55
WALL-E: World Alignment by Rule Learning Improves World Model-based LLM Agents

Paper • 2410.07484 • Published Oct 9, 2024 • 51

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6, 2024 • 29
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 15
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

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