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TravelPlanner
TravelPlanner Public[ICML'24 Spotlight] "TravelPlanner: A Benchmark for Real-World Planning with Language Agents"
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MagicBrush
MagicBrush Public[NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".
Repositories
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[ICLR'25] ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
- HippoRAG Public
[NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personalized PageRank.
- AutoElicit Public
[ICML '26] When Benign Inputs Lead to Severe Harms: Eliciting Unsafe Unintended Behaviors of Computer-Use Agents
- Loop-Think-Generalize Public
- ACuRL Public
An Autonomous Curriculum Reinforcement Learning framework that steers agents to continually learn in specific environments with zero human data.
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