CoEvo-RSI: When Harnesses Evolve, Which Models Should Follow? Paper ⢠2610.25078 ⢠Published 18 days ago ⢠47
CompoWorld: Compositional Environment Scaling for General Agents Paper ⢠2609.33665 ⢠Published Sep 27 ⢠35
Hindsight Credit Assignment for Long-Horizon LLM Agents Paper ⢠2603.08754 ⢠Published Mar 7 ⢠6
Hindsight Credit Assignment for Long-Horizon LLM Agents Paper ⢠2603.08754 ⢠Published Mar 7 ⢠6
A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning Paper ⢠2510.15444 ⢠Published Oct 17, 2025 ⢠81
ChinaTravel: A Real-World Benchmark for Language Agents in Chinese Travel Planning Paper ⢠2412.13682 ⢠Published Dec 18, 2024 ⢠7
ChinaTravel: A Real-World Benchmark for Language Agents in Chinese Travel Planning Paper ⢠2412.13682 ⢠Published Dec 18, 2024 ⢠7
Step Back to Leap Forward: Self-Backtracking for Boosting Reasoning of Language Models Paper ⢠2502.04404 ⢠Published Feb 6, 2025 ⢠24