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upvoted a paper 1 day ago

QueST: Incentivizing LLMs to Generate Difficult Problems

Paper • 2510.17715 • Published 2 days ago • 28

upvoted a paper 7 days ago

Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity

Paper • 2510.01171 • Published 21 days ago • 15

upvoted a paper 12 days ago

Agent Learning via Early Experience

Paper • 2510.08558 • Published 13 days ago • 235

upvoted a paper 21 days ago

GEM: A Gym for Agentic LLMs

Paper • 2510.01051 • Published 21 days ago • 86

upvoted a paper 24 days ago

Language Models Can Learn from Verbal Feedback Without Scalar Rewards

Paper • 2509.22638 • Published 26 days ago • 67

upvoted a paper 4 months ago

SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning

Paper • 2506.24119 • Published Jun 30 • 50

upvoted 3 papers 5 months ago

WHEN TO ACT, WHEN TO WAIT: Modeling Structural Trajectories for Intent Triggerability in Task-Oriented Dialogue

Paper • 2506.01881 • Published Jun 2 • 6

Reinforcing General Reasoning without Verifiers

Paper • 2505.21493 • Published May 27 • 26

Optimizing Anytime Reasoning via Budget Relative Policy Optimization

Paper • 2505.13438 • Published May 19 • 36

upvoted a paper 6 months ago

TextArena

Paper • 2504.11442 • Published Apr 15 • 28

upvoted a paper 9 months ago

Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models

Paper • 2501.11873 • Published Jan 21 • 66