Exploration v.s. Exploitation: Rethinking RLVR through Clipping, Entropy, and Spurious Reward
Paper
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2512.16912
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Published
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10
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PeterLauLukCh
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about 10 hours ago
PeterLauLukCh
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ziniuli
authored
10
papers
about 2 months ago
Why Transformers Need Adam: A Hessian Perspective
Paper
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2402.16788
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Published
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2
ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models
Paper
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2310.10505
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Published
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3
CoRT: Code-integrated Reasoning within Thinking
Paper
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2506.09820
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Published
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18
Spectral Policy Optimization: Coloring your Incorrect Reasoning in GRPO
Paper
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2505.11595
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Published
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1
A Survey on Large Language Models for Mathematical Reasoning
Paper
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2506.08446
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Published
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling
Paper
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2508.17445
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Published
•
80
Bridging Formal Language with Chain-of-Thought Reasoning to Geometry Problem Solving
Paper
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2508.09099
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Published
Advancing Zero-shot Text-to-Speech Intelligibility across Diverse Domains via Preference Alignment
Paper
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2505.04113
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Published
Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation
Paper
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2509.25849
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Published
•
47
Scaling Latent Reasoning via Looped Language Models
Paper
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2510.25741
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Published
•
221
PeterLauLukCh
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PeterLauLukCh
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PeterLauLukCh
updated
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PeterLauLukCh
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5 months ago