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albuato 's Collections
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updated 1 day ago
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  • BroRL: Scaling Reinforcement Learning via Broadened Exploration

    Paper • 2510.01180 • Published 20 days ago • 17

  • MITS: Enhanced Tree Search Reasoning for LLMs via Pointwise Mutual Information

    Paper • 2510.03632 • Published 18 days ago • 39

  • Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation

    Paper • 2509.25849 • Published 21 days ago • 46

  • Beyond the Exploration-Exploitation Trade-off: A Hidden State Approach for LLM Reasoning in RLVR

    Paper • 2509.23808 • Published 23 days ago • 47

  • d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning

    Paper • 2504.12216 • Published Apr 16 • 3

  • Low-probability Tokens Sustain Exploration in Reinforcement Learning with Verifiable Reward

    Paper • 2510.03222 • Published 18 days ago • 43

  • A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning

    Paper • 2510.15444 • Published 4 days ago • 124
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