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Collections including paper arxiv:2511.21678

SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models

Paper • 2506.04180 • Published Jun 4, 2025 • 34
AniMaker: Automated Multi-Agent Animated Storytelling with MCTS-Driven Clip Generation

Paper • 2506.10540 • Published Jun 12, 2025 • 37
AutoMind: Adaptive Knowledgeable Agent for Automated Data Science

Paper • 2506.10974 • Published Jun 12, 2025 • 19
SPAR: Scholar Paper Retrieval with LLM-based Agents for Enhanced Academic Search

Paper • 2507.15245 • Published Jul 21, 2025 • 11

Agentic Learner with Grow-and-Refine Multimodal Semantic Memory

Paper • 2511.21678 • Published Nov 26, 2025 • 12
QuCo-RAG: Quantifying Uncertainty from the Pre-training Corpus for Dynamic Retrieval-Augmented Generation

Paper • 2512.19134 • Published Dec 22, 2025 • 32
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Paper • 2512.16969 • Published Dec 18, 2025 • 120
CASA: Cross-Attention via Self-Attention for Efficient Vision-Language Fusion

Paper • 2512.19535 • Published Dec 22, 2025 • 12

Multimodal Agent

Gemini Robotics: Bringing AI into the Physical World

Paper • 2503.20020 • Published Mar 25, 2025 • 31
Magma: A Foundation Model for Multimodal AI Agents

Paper • 2502.13130 • Published Feb 18, 2025 • 58
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

Paper • 2311.05437 • Published Nov 9, 2023 • 51
OS-ATLAS: A Foundation Action Model for Generalist GUI Agents

Paper • 2410.23218 • Published Oct 30, 2024 • 49

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 69
Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Paper • 2502.06060 • Published Feb 9, 2025 • 38
MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20, 2025 • 195
SurveyX: Academic Survey Automation via Large Language Models

Paper • 2502.14776 • Published Feb 20, 2025 • 100

Agentic Learner with Grow-and-Refine Multimodal Semantic Memory

Paper • 2511.21678 • Published Nov 26, 2025 • 12

Canvas-to-Image: Compositional Image Generation with Multimodal Controls

Paper • 2511.21691 • Published Nov 26, 2025 • 36
Agentic Learner with Grow-and-Refine Multimodal Semantic Memory

Paper • 2511.21678 • Published Nov 26, 2025 • 12
ENACT: Evaluating Embodied Cognition with World Modeling of Egocentric Interaction

Paper • 2511.20937 • Published Nov 26, 2025 • 16
Are We Ready for RL in Text-to-3D Generation? A Progressive Investigation

Paper • 2512.10949 • Published Dec 11, 2025 • 47

agents-course/notebooks

Updated Feb 10 • 547
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

Paper • 2504.01990 • Published Mar 31, 2025 • 305
Tiny Model, Big Logic: Diversity-Driven Optimization Elicits Large-Model Reasoning Ability in VibeThinker-1.5B

Paper • 2511.06221 • Published Nov 9, 2025 • 134
Agentic Learner with Grow-and-Refine Multimodal Semantic Memory

Paper • 2511.21678 • Published Nov 26, 2025 • 12

SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models

Paper • 2506.04180 • Published Jun 4, 2025 • 34
AniMaker: Automated Multi-Agent Animated Storytelling with MCTS-Driven Clip Generation

Paper • 2506.10540 • Published Jun 12, 2025 • 37
AutoMind: Adaptive Knowledgeable Agent for Automated Data Science

Paper • 2506.10974 • Published Jun 12, 2025 • 19
SPAR: Scholar Paper Retrieval with LLM-based Agents for Enhanced Academic Search

Paper • 2507.15245 • Published Jul 21, 2025 • 11

Agentic Learner with Grow-and-Refine Multimodal Semantic Memory

Paper • 2511.21678 • Published Nov 26, 2025 • 12

Agentic Learner with Grow-and-Refine Multimodal Semantic Memory

Paper • 2511.21678 • Published Nov 26, 2025 • 12
QuCo-RAG: Quantifying Uncertainty from the Pre-training Corpus for Dynamic Retrieval-Augmented Generation

Paper • 2512.19134 • Published Dec 22, 2025 • 32
Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows

Paper • 2512.16969 • Published Dec 18, 2025 • 120
CASA: Cross-Attention via Self-Attention for Efficient Vision-Language Fusion

Paper • 2512.19535 • Published Dec 22, 2025 • 12

Canvas-to-Image: Compositional Image Generation with Multimodal Controls

Paper • 2511.21691 • Published Nov 26, 2025 • 36
Agentic Learner with Grow-and-Refine Multimodal Semantic Memory

Paper • 2511.21678 • Published Nov 26, 2025 • 12
ENACT: Evaluating Embodied Cognition with World Modeling of Egocentric Interaction

Paper • 2511.20937 • Published Nov 26, 2025 • 16
Are We Ready for RL in Text-to-3D Generation? A Progressive Investigation

Paper • 2512.10949 • Published Dec 11, 2025 • 47

Multimodal Agent

Gemini Robotics: Bringing AI into the Physical World

Paper • 2503.20020 • Published Mar 25, 2025 • 31
Magma: A Foundation Model for Multimodal AI Agents

Paper • 2502.13130 • Published Feb 18, 2025 • 58
LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

Paper • 2311.05437 • Published Nov 9, 2023 • 51
OS-ATLAS: A Foundation Action Model for Generalist GUI Agents

Paper • 2410.23218 • Published Oct 30, 2024 • 49

agents-course/notebooks

Updated Feb 10 • 547
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

Paper • 2504.01990 • Published Mar 31, 2025 • 305
Tiny Model, Big Logic: Diversity-Driven Optimization Elicits Large-Model Reasoning Ability in VibeThinker-1.5B

Paper • 2511.06221 • Published Nov 9, 2025 • 134
Agentic Learner with Grow-and-Refine Multimodal Semantic Memory

Paper • 2511.21678 • Published Nov 26, 2025 • 12

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 69
Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Paper • 2502.06060 • Published Feb 9, 2025 • 38
MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20, 2025 • 195
SurveyX: Academic Survey Automation via Large Language Models

Paper • 2502.14776 • Published Feb 20, 2025 • 100

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