A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence
Paper
•
2507.21046
•
Published
•
82
AI & ML interests
None defined yet.
qingyun-wu
authored
a
paper
5 months ago
qingyun-wu
authored
14
papers
8 months ago
FLAML: A Fast and Lightweight AutoML Library
Paper
•
1911.04706
•
Published
•
1
IDEAL: Influence-Driven Selective Annotations Empower In-Context Learners in Large Language Models
Paper
•
2310.10873
•
Published
•
1
Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems
Paper
•
2002.09102
•
Published
An Empirical Study on Challenging Math Problem Solving with GPT-4
Paper
•
2306.01337
•
Published
•
2
FairAutoML: Embracing Unfairness Mitigation in AutoML
Paper
•
2111.06495
•
Published
•
1
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework
Paper
•
2308.08155
•
Published
•
10
Training Language Model Agents without Modifying Language Models
Paper
•
2402.11359
•
Published
•
2
StateFlow: Enhancing LLM Task-Solving through State-Driven Workflows
Paper
•
2403.11322
•
Published
•
1
AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks
Paper
•
2403.04783
•
Published
•
2
Adaptive In-conversation Team Building for Language Model Agents
Paper
•
2405.19425
•
Published
LLM-RankFusion: Mitigating Intrinsic Inconsistency in LLM-based Ranking
Paper
•
2406.00231
•
Published
•
1
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
Paper
•
2504.01990
•
Published
•
301
Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems
Paper
•
2505.00212
•
Published
•
9
Absolute Zero: Reinforced Self-play Reasoning with Zero Data
Paper
•
2505.03335
•
Published
•
188