SRPO: Self-Reflective Policy Optimization for Long-Horizon Reasoning
Paper • 2608.23493 • Published • 1
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authored a paper 9 days ago
SRPO: Self-Reflective Policy Optimization for Long-Horizon Reasoning authored a paper 9 days ago
EarlyEval: Cheaper Agent Evaluation via Early Outcome Prediction posted an update 10 days ago
You don't have to run an agent evaluation to the end.
An agent's final outcome is usually visible from its early behavior, so we just stop the run once it's clear.
EarlyEval cuts 13% to 26% of steps and up to 44% of input tokens, and resolve rates move by only 1 to 2 points.
https://huggingface.co/papers/2609.02783
https://github.com/inphotoo/earlyevalOrganizations
authored 2
papers 9 days ago
posted an update 10 days ago
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You don't have to run an agent evaluation to the end.
An agent's final outcome is usually visible from its early behavior, so we just stop the run once it's clear.
EarlyEval cuts 13% to 26% of steps and up to 44% of input tokens, and resolve rates move by only 1 to 2 points.
EarlyEval: Cheaper Agent Evaluation via Early Outcome Prediction (2609.02783)
https://github.com/inphotoo/earlyeval
An agent's final outcome is usually visible from its early behavior, so we just stop the run once it's clear.
EarlyEval cuts 13% to 26% of steps and up to 44% of input tokens, and resolve rates move by only 1 to 2 points.
EarlyEval: Cheaper Agent Evaluation via Early Outcome Prediction (2609.02783)
https://github.com/inphotoo/earlyeval
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Repo0: Design-Driven Zero-to-All Code Generation
Paper • 2608.19854 • Published • 22
SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring
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