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Public story · 2026-02-24 · source-backed
Domain: agent-patterns | Difficulty: advanced | Source
Three-component reward function: r_parallel (incentivize parallelism), r_finish (reward completed subtasks), r_perf (evaluate quality). Lambda values anneal to zero so final policy optimizes purely for performance. Critical Steps metric measures true parallel execution time. pytest tests/ -v --cov=parl to validate.
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Both cover Difficulty, Domain; overlapping topics (advanced, difficulty); picks up the Difficulty thread on 2026-02-26.
Both cover Difficulty, Domain; overlapping topics (advanced, difficulty); picks up the Difficulty thread on 2026-02-26.
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Shared entities / Shared topic / What happened next
Both cover Difficulty, Domain; overlapping topics (advanced, difficulty); picks up the Difficulty thread on 2026-02-26.
Both cover Difficulty, Domain; overlapping topics (advanced, difficulty); picks up the Difficulty thread on 2026-02-26.
Both cover Difficulty, Domain; overlapping topics (difficulty, function); picks up the Difficulty thread on 2026-02-26.