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Mingkai Deng

8 papers hereh-index 6698 citations10 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author3

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.AI3
  • cs.CL2
  • cs.CV2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedRLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning

14 citations · 16 across the 8 of their papers we have counts for

collaborators
Showing 2025 · cs.AIShow all

1 paper · 2 filters

cs.AI2025★ 1 cited

General Agentic Planning Through Simulative Reasoning with World Models

Mingkai Deng, Jinyu Hou, Zhiting Hu +1

What does it mean to plan? Current agentic systems, whether scaffolded workflows or end-to-end policies, rely on reactive decision-making: selecting the next action via a fixed pro…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.