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Collections

Discover the best community collections!

Collections including paper arxiv:2604.28139

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 67
Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Paper • 2502.06060 • Published Feb 9, 2025 • 36
MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20, 2025 • 192
SurveyX: Academic Survey Automation via Large Language Models

Paper • 2502.14776 • Published Feb 20, 2025 • 66

Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows

Paper • 2604.28139 • Published Apr 30 • 41
InteractWeb-Bench: Can Multimodal Agent Escape Blind Execution in Interactive Website Generation?

Paper • 2604.27419 • Published Apr 30 • 11

Agent benchmarks

Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows

Paper • 2604.28139 • Published Apr 30 • 41

The Debugging Decay Index: Rethinking Debugging Strategies for Code LLMs

Paper • 2506.18403 • Published Jun 23, 2025 • 3
ReCode: Updating Code API Knowledge with Reinforcement Learning

Paper • 2506.20495 • Published Jun 25, 2025 • 10
SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution

Paper • 2507.23348 • Published Jul 31, 2025 • 12
LoCoBench: A Benchmark for Long-Context Large Language Models in Complex Software Engineering

Paper • 2509.09614 • Published Sep 11, 2025 • 6

ClawBench & Agentic Web Benchmarks

ClawBench and related papers and open datasets for real-world web and computer-use agent evaluation.

ClawBench: Can AI Agents Complete Everyday Online Tasks?

Paper • 2604.08523 • Published Apr 9 • 117
TIGER-Lab/ClawBench

Viewer • Updated Jun 10 • 283 • 809 • 2
NAIL-Group/ClawBenchV1Trace

Updated May 25 • 6.9k • 2
TIGER-Lab/ClawBenchV2Trace

Updated May 25 • 8.58k • 2

benchmarks • continual learning

Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows

Paper • 2604.28139 • Published Apr 30 • 41

Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows

Paper • 2604.28139 • Published Apr 30 • 41

a collection of algorithmic agents for user interfaces/interactions, program synthesis, and robotics

End-to-End Goal-Driven Web Navigation

Paper • 1602.02261 • Published Feb 6, 2016
Learning Language Games through Interaction

Paper • 1606.02447 • Published Jun 8, 2016
Naturalizing a Programming Language via Interactive Learning

Paper • 1704.06956 • Published Apr 23, 2017
Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration

Paper • 1802.08802 • Published Feb 24, 2018 • 2

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 67
Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Paper • 2502.06060 • Published Feb 9, 2025 • 36
MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20, 2025 • 192
SurveyX: Academic Survey Automation via Large Language Models

Paper • 2502.14776 • Published Feb 20, 2025 • 66

ClawBench & Agentic Web Benchmarks

ClawBench and related papers and open datasets for real-world web and computer-use agent evaluation.

ClawBench: Can AI Agents Complete Everyday Online Tasks?

Paper • 2604.08523 • Published Apr 9 • 117
TIGER-Lab/ClawBench

Viewer • Updated Jun 10 • 283 • 809 • 2
NAIL-Group/ClawBenchV1Trace

Updated May 25 • 6.9k • 2
TIGER-Lab/ClawBenchV2Trace

Updated May 25 • 8.58k • 2

Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows

Paper • 2604.28139 • Published Apr 30 • 41
InteractWeb-Bench: Can Multimodal Agent Escape Blind Execution in Interactive Website Generation?

Paper • 2604.27419 • Published Apr 30 • 11

benchmarks • continual learning

Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows

Paper • 2604.28139 • Published Apr 30 • 41

Agent benchmarks

Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows

Paper • 2604.28139 • Published Apr 30 • 41

Claw-Eval-Live: A Live Agent Benchmark for Evolving Real-World Workflows

Paper • 2604.28139 • Published Apr 30 • 41

The Debugging Decay Index: Rethinking Debugging Strategies for Code LLMs

Paper • 2506.18403 • Published Jun 23, 2025 • 3
ReCode: Updating Code API Knowledge with Reinforcement Learning

Paper • 2506.20495 • Published Jun 25, 2025 • 10
SWE-Debate: Competitive Multi-Agent Debate for Software Issue Resolution

Paper • 2507.23348 • Published Jul 31, 2025 • 12
LoCoBench: A Benchmark for Long-Context Large Language Models in Complex Software Engineering

Paper • 2509.09614 • Published Sep 11, 2025 • 6

a collection of algorithmic agents for user interfaces/interactions, program synthesis, and robotics

End-to-End Goal-Driven Web Navigation

Paper • 1602.02261 • Published Feb 6, 2016
Learning Language Games through Interaction

Paper • 1606.02447 • Published Jun 8, 2016
Naturalizing a Programming Language via Interactive Learning

Paper • 1704.06956 • Published Apr 23, 2017
Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration

Paper • 1802.08802 • Published Feb 24, 2018 • 2

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