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abhid1234/flywheel-rl-benchmark

flywheel — a benchmark for RL on agent trajectories A small, controlled benchmark for studying whether a coding agent can improve from its own graded failures — reinforcement learning at the context layer (the policy update is a durable lesson carried in context, not a weight change) — together with the baseline results from running it live on Daytona sandboxes with a real coding agent. Companion to github.com/abhid1234/flywheel. The full method and honest write-up: FINDINGS.… See the full description on the dataset page: https://huggingface.co/datasets/abhid1234/flywheel-rl-benchmark.

sourceHugging Facemitupdated 2mo agoView on Hugging Face
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488e97d2mo ago

flywheel — RL-on-agent-trajectories benchmark + honest baseline results

abhid1234
5ef13d92mo ago

initial commit

abhid1234