"language agents" Papers

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GPTSwarm: Language Agents as Optimizable Graphs

Mingchen Zhuge, Wenyi Wang, Louis Kirsch et al.

ICML 2024poster

Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game

Zelai Xu, Chao Yu, Fei Fang et al.

ICML 2024poster

MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation

Qian Huang, Jian Vora, Percy Liang et al.

ICML 2024poster

Stop Regressing: Training Value Functions via Classification for Scalable Deep RL

Jesse Farebrother, Jordi Orbay, Quan Vuong et al.

ICML 2024poster

TravelPlanner: A Benchmark for Real-World Planning with Language Agents

Jian Xie, Kai Zhang, Jiangjie Chen et al.

ICML 2024spotlight