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researcher

Shengfeng Deng

8 papers hereh-index 341 citations8 works total

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

author position
  • middle author7

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

fields
  • q-bio.PE4
  • cs.LG2
  • nlin.AO1
  • physics.soc-ph1
same name
  • Shengfeng Deng — 13 papers, h 9
  • Shengfeng Deng — 2 papers, h 1
  • Shengfeng Deng — 1 paper
  • Shengfeng Deng — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedEvolution of cooperation in the public goods game with Q-learning

41 citations · 53 across the 7 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

nlin.AO2025

Dual Reinforcement Learning Synergy in Resource Allocation: Emergence of Self-Organized Momentum Strategy

Zhen-Na Zhang, Guo-Zhong Zhen, Li Chen +4

In natural ecosystems and human societies, self-organized resource allocation and policy synergy are ubiquitous and significant. This work focuses on the synergy between Dual Reinf…

q-bio.PE2025

Decoding species coexistence: A reinforcement learning perspective

Kaiwen Jiang, Chenyang Zhao, Shengfeng Deng +3

A central goal in ecology is to understand how biodiversity is maintained. Previous theoretical works have employed the rock-paper-scissors (RPS) game as a toy model, demonstrating…

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