Simplified Reasoning

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1. LUFFYLUFFYPublic

   Official Repository of "Learning to Reason under Off-Policy Guidance"

   Python 464 73

2. TPOTPOPublic

   Test-time preferenece optimization (ICML 2025).

   Jupyter Notebook 185 12

3. SU-01SU-01Public

   SU-01: Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling

   Python 95 6

4. Pi-BenchPi-BenchPublic

   Benchmark for proactive personal assistant agents in long-horizon workflows.

   Python 58 1

5. TRMTRMPublic

   Code repository for the ICML 2026 Oral paper "Characterizing, Evaluating, and Optimizing Complex Reasoning".

   Python 19