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upvoted 2 papers 1 day ago

Multiscale Policy Optimization for Long-Horizon LLM Agents

Paper • 2610.35013 • Published 5 days ago • 383

RealCLI: Toward a Unified Evaluation of Human-Agent Collaboration for CLI Agents

Paper • 2610.22507 • Published 16 days ago • 17

upvoted 2 papers 2 months ago

CyberFactory: Scaling Cyber Security Capabilities with Instances from the Wild

Paper • 2608.23181 • Published Aug 24 • 36

ClawGym II: Exploring Black-Box RL on Agent Harness

Paper • 2608.16798 • Published Aug 17 • 42

upvoted a paper 5 months ago

LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling

Paper • 2606.18023 • Published Jun 16 • 184

upvoted 2 papers 6 months ago

TMAS: Scaling Test-Time Compute via Multi-Agent Synergy

Paper • 2605.10344 • Published May 11 • 52

ClawGym: A Scalable Framework for Building Effective Claw Agents

Paper • 2604.26904 • Published Apr 29 • 56

upvoted a paper 7 months ago

InCoder-32B-Thinking: Industrial Code World Model for Thinking

Paper • 2604.03144 • Published Apr 3 • 143

upvoted a paper 8 months ago

InCoder-32B: Code Foundation Model for Industrial Scenarios

Paper • 2603.16790 • Published Mar 17 • 187

upvoted a paper over 1 year ago

AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning

Paper • 2505.11896 • Published May 17, 2025 • 58