AutoSciBench: Autonomous Benchmark Generation for Evaluating Scientific Agents
Paper • 2610.05140 • Published • 45
Maddy Cho
maddycho
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AI & ML interests
mostly step-by-step reasoning + process reward models + tree-of-thought
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papers 22 days ago
EvoOntology: A Self-Evolving Ontology Layer for Data Agents
Paper • 2609.15779 • Published • 145
Don't Mask the Environment: Observation Supervision Changes How Agents Explore Under RL
Paper • 2609.20715 • Published • 45
VABench: Measuring Embodied Spatial Intelligence through Visual Demonstrations, Active Perception, and Metric Control
Paper • 2609.19554 • Published • 43
When2Think: Learning When and How Much to Reason
Paper • 2609.19671 • Published • 55
What Does Privileged Information Add to On-Policy Self-Distillation?
Paper • 2609.20612 • Published • 36
RetireOPD: Self-Retiring On-Policy Distillation for Agentic Reinforcement Learning
Paper • 2609.20784 • Published • 58
Verifiable Social Reasoning for LLM Assistants
Paper • 2609.17496 • Published • 68
StudentSim: Training LLM-based Student Simulators
Paper • 2609.01591 • Published • 479
DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression
Paper • 2609.19969 • Published • 229