Author

Edwin Chen

Observed name: Chen, Edwin

Observed institution: University of Toronto

OpenAlex ID: A5126224959

Cross-Benchmark Transfer from RL on Agentic Coding Tasks

2026 · Mehta, Sushant, Ritchie, Logan, et al. · arXiv (Cornell University)

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DAYJOB: A Benchmark for Long-Horizon Professional Work

2026 · Finley, Stephanie, Panavas, Liudas, et al. · arXiv (Cornell University)

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Chartography: A Benchmark for Professional Chart Understanding

2026 · Garre, Suhaas, Mutty, Chris, et al. · arXiv (Cornell University)

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Post-Training on Office Work Improves Software Engineering: A Behavioral Account of Cross-Domain Transfer

2026 · Ritchie, Logan, Mehta, Sushant, et al. · arXiv (Cornell University)

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Cross-Benchmark Generalization in Long-Horizon Agents

2026 · Mehta, Sushant, Ritchie, Logan, et al. · arXiv (Cornell University)

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HANDBOOK.md: A Benchmark for Long-Context Agentic Instruction Following

2026 · Panavas, Liudas, Minus, Sebastian, et al. · arXiv (Cornell University)

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GDP.pdf: Benchmarking Grounded Multimodal Reasoning over Professional PDF Documents

2026 · Garre, Suhaas, Ritchie, Emily, et al. · arXiv (Cornell University)

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ComplexConstraints and Beyond: Expert Rubrics for RLVR

2026 · Mehta, Sushant, Panavas, Liudas, et al. · arXiv (Cornell University)

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EnterpriseBench Corecraft: Training Generalizable Agents on High-Fidelity RL Environments

2026 · Mehta, Sushant, Ritchie, Logan, et al. · arXiv (Cornell University)

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Machine Learning as a Tool (MLAT): A Framework for Integrating Statistical ML Models as Callable Tools within LLM Agent Workflows

2026 · Chen, Edwin, Bibi, Zulekha · arXiv (Cornell University)

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The Hierarchy of Agentic Capabilities: Evaluating Frontier Models on Realistic RL Environments

2026 · Ritchie, Logan, Mehta, Sushant, et al. · arXiv (Cornell University)

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Machine Learning as a Tool (MLAT) Machine Learning as a Tool (MLAT): A Framework for Integrating Statistical ML Models as Callable Tools within LLM Agent Workows

2026 · Edwin Chen, Zulekha Bibi · SSRN Electronic Journal

Complex-IF and Beyond: Expert Rubrics for RLVR

2026 · Sushant Mehta, Liudas Panavas, et al. · Workshop on Generation, Evaluation and Metrics (GEM)

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Enhancing the planning capabilities of large language models by building external world models

2025 · Chen, Edwin, Li, Xiaoyan, et al. · NPARC

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Works count: 14

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