firstbacksecondback
79 Results
|
Workshop
|
Words as Beacons: Guiding RL Agents with High-Level Language Prompts Unai Ruiz-Gonzalez · Alain Andres · Pedro Bascoy · Javier Del Ser |
||
|
Workshop
|
Fine-tuning LLM Agents with Retrospective In-Context Online Learning Wen-Tse Chen · Jiayu Chen · Fahim Tajwar · Hao Zhu · Xintong Duan · Ruslan Salakhutdinov · Jeff Schneider |
||
|
Workshop
|
Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction Arena Jiangjie Chen · Siyu Yuan · Rong Ye · Bodhisattwa Prasad Majumder · Kyle Richardson |
||
|
Workshop
|
RAP: Retrieval-Augmented Planning with Contextual Memory for Multimodal LLM Agents Tomoyuki Kagaya · Thong Yuan · Yuxuan Lou · Panasonic Karlekar Jayashree · Panasonic Sugiri Pranata · Akira Kinose · Koki Oguri · Felix Wick · Yang You |
||
|
Workshop
|
IDS-Agent: An LLM Agent for Explainable Intrusion Detection in IoT Networks Yanjie Li · Zhen Xiang · Nathaniel Bastian · Dawn Song · Bo Li |
||
|
Workshop
|
Empowering LLM Agents with Zero-Shot Optimal Decision-Making through Q-learning Jiajun Chai · Sicheng Li · Yuqian Fu · Dongbin Zhao · Yuanheng Zhu |
||
|
Poster
|
Wed 16:30 |
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents Ma Chang · Junlei Zhang · Zhihao Zhu · Cheng Yang · Yujiu Yang · Yaohui Jin · Zhenzhong Lan · Lingpeng Kong · Junxian He |
|
|
Oral
|
Wed 16:10 |
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents Ma Chang · Junlei Zhang · Zhihao Zhu · Cheng Yang · Yujiu Yang · Yaohui Jin · Zhenzhong Lan · Lingpeng Kong · Junxian He |
|
|
Competition
|
Sun 13:30 |
CLAS 2024: The Competition for LLM and Agent Safety Zhen Xiang · Yi Zeng · Mintong Kang · Chejian Xu · Jiawei Zhang · Zhuowen Yuan · Zhaorun Chen · Chulin Xie · Fengqing Jiang · Minzhou Pan · Francesco Pinto · Junyuan Hong · Ruoxi Jia · Radha Poovendran · Bo Li |
|
|
Poster
|
Wed 16:30 |
Can Graph Learning Improve Planning in LLM-based Agents? Xixi Wu · Yifei Shen · Caihua Shan · Kaitao Song · Siwei Wang · Bohang Zhang · Jiarui Feng · Hong Cheng · Wei Chen · Yun Xiong · Dongsheng Li |
|
|
Workshop
|
Auto-Enhance: Towards a Meta-Benchmark to Evaluate AI Agents' Ability to Improve Other Agents Samuel Brown · Basil Labib · Codruta Lugoj · Sai Sasank Y |
||
|
Poster
|
Thu 16:30 |
Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning Hang Zhou · Yehui Tang · Haochen Qin · Yujie Yang · Renren Jin · Deyi Xiong · Kai Han · Yunhe Wang |