Cited by: Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

21 citation edges inside this catalog. A title match is weaker evidence than an identifier match. Zero entries does not mean no citations on the web.

• Reinforcement Learning for Reasoning in Large Language Models with One Training Example
  arxiv:2504.20571 · evidence: id
• Learning to Reason without External Rewards
  arxiv:2505.19590 · evidence: id
• Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
  arxiv:2506.01939 · evidence: id
• Critique-GRPO: Advancing LLM Reasoning with Natural Language and Numerical Feedback
  arxiv:2506.03106 · evidence: id
• Curriculum Reinforcement Learning from Easy to Hard Tasks Improves LLM Reasoning
  arxiv:2506.06632 · evidence: id
• Unsupervised Elicitation of Language Models
  arxiv:2506.10139 · evidence: id
• Spurious Rewards: Rethinking Training Signals in RLVR
  arxiv:2506.10947 · evidence: id
• On-Policy RL Meets Off-Policy Experts: Harmonizing Supervised Fine-Tuning and Reinforcement Learning via Dynamic Weighting
  arxiv:2508.11408 · evidence: id
• Compute as Teacher: Turning Inference Compute Into Reference-Free Supervision
  arxiv:2509.14234 · evidence: title
• From $f(x)$ and $g(x)$ to $f(g(x))$: LLMs Learn New Skills in RL by Composing Old Ones
  arxiv:2509.25123 · evidence: title
• Representation-Based Exploration for Language Models: From Test-Time to Post-Training
  arxiv:2510.11686 · evidence: id
• Reasoning with Sampling: Your Base Model is Smarter Than You Think
  arxiv:2510.14901 · evidence: id
• Olmo 3
  arxiv:2512.13961 · evidence: id
• Spurious Rewards Paradox: Mechanistically Understanding How RLVR Activates Memorization Shortcuts in LLMs
  arxiv:2601.11061 · evidence: id
• Towards Execution-Grounded Automated AI Research
  arxiv:2601.14525 · evidence: title
• Self-Distillation Enables Continual Learning
  arxiv:2601.19897 · evidence: id
• Reinforcement Learning via Self-Distillation
  arxiv:2601.20802 · evidence: title
• Rethinking RL for LLM Reasoning: It's Sparse Policy Selection, Not Capability Learning
  arxiv:2605.06241 · evidence: id
• From Reasoning Chains to Verifiable Subproblems: Curriculum Reinforcement Learning Enables Credit Assignment for LLM Reasoning
  arxiv:2605.22074 · evidence: id
• Recirculation
  arxiv:2608.17981 · evidence: title
• RLTL;DR: Self-improvement by Internalizing Self-generated Feedback
  arxiv:2609.37633 · evidence: id