Reinforcement Learning Elicits Contextual Learning of Unseen Language Translation
Paper • 2606.06428 • Published • 25
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papers 10 months ago
Verbalized Sampling: How to Mitigate Mode Collapse and Unlock LLM Diversity
Paper • 2510.01171 • Published • 19
Agent Learning via Early Experience
Paper • 2510.08558 • Published • 276
GEM: A Gym for Agentic LLMs
Paper • 2510.01051 • Published • 92
Language Models Can Learn from Verbal Feedback Without Scalar Rewards
Paper • 2509.22638 • Published • 70
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papers about 1 year ago
SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning
Paper • 2506.24119 • Published • 51
WHEN TO ACT, WHEN TO WAIT: Modeling Structural Trajectories for Intent Triggerability in Task-Oriented Dialogue
Paper • 2506.01881 • Published • 6
Reinforcing General Reasoning without Verifiers
Paper • 2505.21493 • Published • 27
Optimizing Anytime Reasoning via Budget Relative Policy Optimization
Paper • 2505.13438 • Published • 36