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upvoted a paper 3 days ago

ToolSafe: Enhancing Tool Invocation Safety of LLM-based agents via Proactive Step-level Guardrail and Feedback

Paper • 2601.10156 • Published 3 days ago • 19

upvoted a collection 4 days ago

EnvScaler

Collection

The official datasets and models of "EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis" • 8 items • Updated 5 days ago • 3

upvoted a paper 6 days ago

ET-Agent: Incentivizing Effective Tool-Integrated Reasoning Agent via Behavior Calibration

Paper • 2601.06860 • Published 7 days ago • 15

upvoted 2 papers 7 days ago

SmartSearch: Process Reward-Guided Query Refinement for Search Agents

Paper • 2601.04888 • Published 10 days ago • 8

EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis

Paper • 2601.05808 • Published 9 days ago • 35

upvoted a paper 17 days ago

Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem

Paper • 2512.24873 • Published 18 days ago • 101

upvoted a paper 2 months ago

V-Thinker: Interactive Thinking with Images

Paper • 2511.04460 • Published Nov 6, 2025 • 96

upvoted 3 papers 3 months ago

DeepAgent: A General Reasoning Agent with Scalable Toolsets

Paper • 2510.21618 • Published Oct 24, 2025 • 99

Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation

Paper • 2510.17354 • Published Oct 20, 2025 • 34

Agentic Entropy-Balanced Policy Optimization

Paper • 2510.14545 • Published Oct 16, 2025 • 105

upvoted a paper 4 months ago

Toward Effective Tool-Integrated Reasoning via Self-Evolved Preference Learning

Paper • 2509.23285 • Published Sep 27, 2025 • 13

upvoted 2 papers 5 months ago

We-Math 2.0: A Versatile MathBook System for Incentivizing Visual Mathematical Reasoning

Paper • 2508.10433 • Published Aug 14, 2025 • 144

HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches

Paper • 2508.08088 • Published Aug 11, 2025 • 29

upvoted a paper 6 months ago

Agentic Reinforced Policy Optimization

Paper • 2507.19849 • Published Jul 26, 2025 • 158

upvoted a paper 8 months ago

Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning

Paper • 2505.16410 • Published May 22, 2025 • 58

upvoted 5 papers about 1 year ago

Search-o1: Agentic Search-Enhanced Large Reasoning Models

Paper • 2501.05366 • Published Jan 9, 2025 • 102

ProgCo: Program Helps Self-Correction of Large Language Models

Paper • 2501.01264 • Published Jan 2, 2025 • 26

B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published Dec 23, 2024 • 47

Progressive Multimodal Reasoning via Active Retrieval

Paper • 2412.14835 • Published Dec 19, 2024 • 73

Multi-Dimensional Insights: Benchmarking Real-World Personalization in Large Multimodal Models

Paper • 2412.12606 • Published Dec 17, 2024 • 41