SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models
Paper
• 2506.04180 • Published
• 34
Agent
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AniMaker: Automated Multi-Agent Animated Storytelling with MCTS-Driven Clip Generation
Paper • 2506.10540 • Published • 37 -
AutoMind: Adaptive Knowledgeable Agent for Automated Data Science
Paper • 2506.10974 • Published • 19 -
SPAR: Scholar Paper Retrieval with LLM-based Agents for Enhanced Academic Search
Paper • 2507.15245 • Published • 11 -
GUI-G^2: Gaussian Reward Modeling for GUI Grounding
Paper • 2507.15846 • Published • 133 -
ScreenCoder: Advancing Visual-to-Code Generation for Front-End Automation via Modular Multimodal Agents
Paper • 2507.22827 • Published • 100 -
Phi-Ground Tech Report: Advancing Perception in GUI Grounding
Paper • 2507.23779 • Published • 45 -
SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution
Paper • 2507.23348 • Published • 12 -
agentica-org/DeepSWE-Preview
Text Generation • Updated • 437 • • 192 -
AWorld: Dynamic Multi-Agent System with Stable Maneuvering for Robust GAIA Problem Solving
Paper • 2508.09889 • Published • 32 -
Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory
Paper • 2508.09736 • Published • 58 -
A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems
Paper • 2508.07407 • Published • 98 -
Efficient Agents: Building Effective Agents While Reducing Cost
Paper • 2508.02694 • Published • 86 -
SSRL: Self-Search Reinforcement Learning
Paper • 2508.10874 • Published • 97 -
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL
Paper • 2508.13167 • Published • 129 -
Mobile-Agent-v3: Foundamental Agents for GUI Automation
Paper • 2508.15144 • Published • 64 -
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs
Paper • 2508.16153 • Published • 160 -
AgentScope 1.0: A Developer-Centric Framework for Building Agentic Applications
Paper • 2508.16279 • Published • 53 -
CODA: Coordinating the Cerebrum and Cerebellum for a Dual-Brain Computer Use Agent with Decoupled Reinforcement Learning
Paper • 2508.20096 • Published • 37 -
rStar2-Agent: Agentic Reasoning Technical Report
Paper • 2508.20722 • Published • 117 -
AWorld: Orchestrating the Training Recipe for Agentic AI
Paper • 2508.20404 • Published • 38 -
UItron: Foundational GUI Agent with Advanced Perception and Planning
Paper • 2508.21767 • Published • 12 -
GTA1: GUI Test-time Scaling Agent
Paper • 2507.05791 • Published • 27 -
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
Paper • 2509.02544 • Published • 125 -
Morae: Proactively Pausing UI Agents for User Choices
Paper • 2508.21456 • Published • 5 -
DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks
Paper • 2509.01396 • Published • 58 -
Paper2Agent: Reimagining Research Papers As Interactive and Reliable AI Agents
Paper • 2509.06917 • Published • 43 -
Scaling up Multi-Turn Off-Policy RL and Multi-Agent Tree Search for LLM Step-Provers
Paper • 2509.06493 • Published • 12 -
F1: A Vision-Language-Action Model Bridging Understanding and Generation to Actions
Paper • 2509.06951 • Published • 32 -
EnvX: Agentize Everything with Agentic AI
Paper • 2509.08088 • Published • 8 -
AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning
Paper • 2509.08755 • Published • 57 -
Alibaba-NLP/Tongyi-DeepResearch-30B-A3B
Text Generation • 31B • Updated • 41.5k • 801 -
WebResearcher: Unleashing unbounded reasoning capability in Long-Horizon Agents
Paper • 2509.13309 • Published • 67 -
Virtual Agent Economies
Paper • 2509.10147 • Published • 27 -
QuantAgent: Price-Driven Multi-Agent LLMs for High-Frequency Trading
Paper • 2509.09995 • Published • 16 -
hkust-nlp/WebExplorer-8B
Image-Text-to-Text • 8B • Updated • 251 • 12 -
VoiceAssistant-Eval: Benchmarking AI Assistants across Listening, Speaking, and Viewing
Paper • 2509.22651 • Published • 23 -
ACON: Optimizing Context Compression for Long-horizon LLM Agents
Paper • 2510.00615 • Published • 34 -
StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?
Paper • 2510.02209 • Published • 56 -
CoDA: Agentic Systems for Collaborative Data Visualization
Paper • 2510.03194 • Published • 30 -
Agent Learning via Early Experience
Paper • 2510.08558 • Published • 273 -
Training-Free Group Relative Policy Optimization
Paper • 2510.08191 • Published • 45 -
CoDA: Coding LM via Diffusion Adaptation
Paper • 2510.03270 • Published • 43 -
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
Paper • 2510.05592 • Published • 107 -
Don't Just Fine-tune the Agent, Tune the Environment
Paper • 2510.10197 • Published • 30 -
Demystifying Reinforcement Learning in Agentic Reasoning
Paper • 2510.11701 • Published • 32 -
Agentic Entropy-Balanced Policy Optimization
Paper • 2510.14545 • Published • 106 -
PokeeAI/pokee_research_7b
Text Generation • 8B • Updated • 350 • 100 -
MiniMaxAI/MiniMax-M2
Text Generation • Updated • 512k • • 1.49k -
moonshotai/Kimi-Linear-48B-A3B-Instruct
Text Generation • 49B • Updated • 27.9k • 543 -
HyperClick: Advancing Reliable GUI Grounding via Uncertainty Calibration
Paper • 2510.27266 • Published • 21 -
IterResearch: Rethinking Long-Horizon Agents via Markovian State Reconstruction
Paper • 2511.07327 • Published • 78 -
AIonopedia: an LLM agent orchestrating multimodal learning for ionic liquid discovery
Paper • 2511.11257 • Published • 25 -
CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards
Paper • 2510.08529 • Published • 19 -
MarsRL: Advancing Multi-Agent Reasoning System via Reinforcement Learning with Agentic Pipeline Parallelism
Paper • 2511.11373 • Published • 14 -
UI2Code^N: A Visual Language Model for Test-Time Scalable Interactive UI-to-Code Generation
Paper • 2511.08195 • Published • 34 -
cerebras/MiniMax-M2-REAP-162B-A10B
Text Generation • Updated • 71 • 77 -
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning
Paper • 2511.16043 • Published • 109 -
What Does It Take to Be a Good AI Research Agent? Studying the Role of Ideation Diversity
Paper • 2511.15593 • Published • 58 -
Tongyi DeepResearch Technical Report
Paper • 2510.24701 • Published • 101 -
AgentFold: Long-Horizon Web Agents with Proactive Context Management
Paper • 2510.24699 • Published • 71 -
Search Self-play: Pushing the Frontier of Agent Capability without Supervision
Paper • 2510.18821 • Published • 18 -
Multi-Agent Deep Research: Training Multi-Agent Systems with M-GRPO
Paper • 2511.13288 • Published • 19 -
DRAFT-RL: Multi-Agent Chain-of-Draft Reasoning for Reinforcement Learning-Enhanced LLMs
Paper • 2511.20468 • Published -
Unlocking the Power of Multi-Agent LLM for Reasoning: From Lazy Agents to Deliberation
Paper • 2511.02303 • Published • 1 -
AgentRL: Scaling Agentic Reinforcement Learning with a Multi-Turn, Multi-Task Framework
Paper • 2510.04206 • Published • 3 -
MARS: Reinforcing Multi-Agent Reasoning of LLMs through Self-Play in Strategic Games
Paper • 2510.15414 • Published • 1 -
Multi-Agent Tool-Integrated Policy Optimization
Paper • 2510.04678 • Published • 31 -
Agentic Learner with Grow-and-Refine Multimodal Semantic Memory
Paper • 2511.21678 • Published • 12 -
Latent Collaboration in Multi-Agent Systems
Paper • 2511.20639 • Published • 121 -
Guided Self-Evolving LLMs with Minimal Human Supervision
Paper • 2512.02472 • Published • 55 -
open-thoughts/OpenThinker-Agent-v1
Text Generation • Updated • 421 • 94 -
PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing
Paper • 2512.02589 • Published • 72 -
DeepCode: Open Agentic Coding
Paper • 2512.07921 • Published • 33 -
nvidia/Nemotron-Orchestrator-8B
Text Generation • Updated • 14.7k • 555 -
WebOperator: Action-Aware Tree Search for Autonomous Agents in Web Environment
Paper • 2512.12692 • Published • 14 -
A4-Agent: An Agentic Framework for Zero-Shot Affordance Reasoning
Paper • 2512.14442 • Published • 11 -
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
Paper • 2508.19828 • Published • 8 -
Step-DeepResearch Technical Report
Paper • 2512.20491 • Published • 86 -
Adaptation of Agentic AI
Paper • 2512.16301 • Published • 106 -
Nested Browser-Use Learning for Agentic Information Seeking
Paper • 2512.23647 • Published • 19 -
Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem
Paper • 2512.24873 • Published • 105 -
Close the Loop: Synthesizing Infinite Tool-Use Data via Multi-Agent Role-Playing
Paper • 2512.23611 • Published • 3 -
Klear-AgentForge: Forging Agentic Intelligence through Posttraining Scaling
Paper • 2511.05951 • Published -
AgentMath: Empowering Mathematical Reasoning for Large Language Models via Tool-Augmented Agent
Paper • 2512.20745 • Published -
Can We Predict Before Executing Machine Learning Agents?
Paper • 2601.05930 • Published • 27 -
SmartSearch: Process Reward-Guided Query Refinement for Search Agents
Paper • 2601.04888 • Published • 10 -
Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards
Paper • 2601.06021 • Published • 47 -
AT^2PO: Agentic Turn-based Policy Optimization via Tree Search
Paper • 2601.04767 • Published • 28 -
DocDancer: Towards Agentic Document-Grounded Information Seeking
Paper • 2601.05163 • Published • 5 -
Agentic Rubrics as Contextual Verifiers for SWE Agents
Paper • 2601.04171 • Published • 12 -
Agentic Reasoning for Large Language Models
Paper • 2601.12538 • Published • 197 -
LLM-in-Sandbox Elicits General Agentic Intelligence
Paper • 2601.16206 • Published • 84 -
Behavior Knowledge Merge in Reinforced Agentic Models
Paper • 2601.13572 • Published • 24 -
Multi-agent cooperation through in-context co-player inference
Paper • 2602.16301 • Published • 22 -
Towards a Science of AI Agent Reliability
Paper • 2602.16666 • Published • 12
