most citedThe Rise and Potential of Large Language Model Based Agents: A Survey

256 citations · 264 across the 11 of their papers we have counts for

collaborators

11 papers

physics.gen-ph2024

Advanced Mathematical Approaches to Symmetry Breaking in High-Dimensional Field Theories: The Roles of Laurent Series, Residues, and Winding Numbers

Wen-Xiang Chen

This paper explores the advanced mathematical frameworks used to analyze symmetry breaking in high-dimensional field theories, emphasizing the roles of Laurent series, residues, an…

gr-qc20241 cited

Schwarzschild-f(R) Black Holes and the Absence of Black Hole Bomb Effect

Wen-Xiang Chen

In this paper, we analytically study the superradiant stability of Schwarzschild-f(R) black holes under charged massive scalar perturbation. Using an analytic method based on Desca…

cs.AI20243 cited

AgentGym: Evolving Large Language Model-based Agents across Diverse Environments

Zhiheng Xi, Yiwen Ding, Wenxiang Chen +17

Building generalist agents that can handle diverse tasks and evolve themselves across different environments is a long-term goal in the AI community. Large language models (LLMs) a…

cs.AI20242 cited

Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning

Zhiheng Xi, Wenxiang Chen, Boyang Hong +18

In this paper, we propose R: Learning Reasoning through Reverse Curriculum Reinforcement Learning (RL), a novel method that employs only outcome supervision to achieve the bene…

physics.gen-ph2024

Exploring the Dynamics of Mass Inflation: Implications for Cauchy Horizon Stability and Black Hole Physics in General Relativity and Gravity

Wen-Xiang Chen

This article investigates the phenomenon of mass inflation and its consequential impact on the stability of Cauchy horizons within the framework of general relativity. Mass inflati…

cs.AI2023256 cited

The Rise and Potential of Large Language Model Based Agents: A Survey

Zhiheng Xi, Wenxiang Chen, Xin Guo +26

For a long time, humanity has pursued artificial intelligence (AI) equivalent to or surpassing the human level, with AI agents considered a promising vehicle for this pursuit. AI a…