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chore(main): release 0.5.0
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CHANGELOG.md

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# Changelog
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## [0.5.0](https://github.com/microsoft/RD-Agent/compare/v0.4.0...v0.5.0) (2025-04-07)
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### Features
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* add a check for whether values in score_df are NaN ([#756](https://github.com/microsoft/RD-Agent/issues/756)) ([d9cc780](https://github.com/microsoft/RD-Agent/commit/d9cc78098beb27f3a1bf2f2d461302db177b7d41))
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* add naive experiment generator and update proposal configurations ([#759](https://github.com/microsoft/RD-Agent/issues/759)) ([75494f4](https://github.com/microsoft/RD-Agent/commit/75494f4fed5bc845acfd7f7bacef385f0f96c514))
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* add reasoning_effort parameter to LiteLLMAPIBackend and LLMSett… ([#754](https://github.com/microsoft/RD-Agent/issues/754)) ([113889f](https://github.com/microsoft/RD-Agent/commit/113889fefe9b09aaea1b564704c81664b8f77ec5))
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* joblib cache ([#749](https://github.com/microsoft/RD-Agent/issues/749)) ([83a0411](https://github.com/microsoft/RD-Agent/commit/83a041148ff908871b1906f9e6889d80ab513412))
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### Bug Fixes
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* fix some minor bugs ([#758](https://github.com/microsoft/RD-Agent/issues/758)) ([963f96e](https://github.com/microsoft/RD-Agent/commit/963f96e5596bee04074135c2a0e31a8adc39ad8c))
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* task_gen for better understanding ([#752](https://github.com/microsoft/RD-Agent/issues/752)) ([6bfc1e5](https://github.com/microsoft/RD-Agent/commit/6bfc1e570449ee69ac110a4ced9a7cecbc0e6a73))
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## [0.4.0](https://github.com/microsoft/RD-Agent/compare/v0.3.0...v0.4.0) (2025-04-04)
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