tracked author

Ning Ding (丁宁)

Entropy Mechanism corresponding author, Self-Improving Agents survey corresponding author, and recurring RLVR author in the archive. Homepage identifies him as tenure-track Assistant Professor at Tsinghua EE, links GitHub/X/Scholar, and lists Entropy Mechanism, TTRL, ImplicitPRM and PRIME.

3 archived notes X: high Homepage GitHub X

Related Notes

按论文归档时间排序，展示该作者在本站已经出现的材料。

归档 Jun 28, 2026

Self Improving Agents in the Era of Experience: A Survey of Self to Meta Evolution

把 agent 自改进抽象为 trace to capability 流水线，覆盖 skills、memory、environment、model 与 meta layer。

待审阅 2026-06-25-self-improving-agents-era-experience-survey Agent RL Agent Memory Agent Workflow

归档 Jun 21, 2026

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

把 RLVR 训练能力上限关联到 policy entropy 消耗，并分析 advantage update 的熵动力学。

待审阅 2505.22617-entropy-mechanism-rl-reasoning-language-models Training Stability Reasoning RL RL Theory

归档 Mar 20, 2026

From $f(x)$ and $g(x)$ to $f(g(x))$: LLMs Learn New Skills in RL by Composing Old Ones

在受控任务中证明 RL 可组合 base model 已掌握的 atomic skills，形成未见组合能力。

待审阅 2509.25123-rl-compositional-skill-acquisition Reasoning Analysis Reasoning RL Benchmark