T6 M0: Technical plan + analysis notebook for multi-objective vector …#61

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carlosrod723 wants to merge 20 commits intoAgentOpt:experimentalfrom

carlosrod723:t6-multi-objective-m0

Commits on Feb 9, 2026

T6 M0: Technical plan + analysis notebook for multi-objective vector scores

Jose Carlos Rodriguez
authored and
Jose Carlos Rodriguez
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Commits on Feb 10, 2026

T6 M0: Apply Xavier's review fixes (paths, dates, motivation, real LLM required)

Jose Carlos Rodriguez
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Jose Carlos Rodriguez
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T6 M0: Apply Xavier's review fixes to technical plan

Jose Carlos Rodriguez
authored and
Jose Carlos Rodriguez
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Commits on Feb 12, 2026

T6 M1: Multi-objective vector scores — ObjectiveConfig, objectives.py, evaluate_vector, BasicSearch integration, 59 tests

Jose Carlos Rodriguez
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Jose Carlos Rodriguez
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T6 M1: Fix Colab install cell for Python 3.12 compatibility

Jose Carlos Rodriguez
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Jose Carlos Rodriguez
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T6 M1: Fix scalar objective computation, document config=None fallback, add weight-sensitivity demo

Jose Carlos Rodriguez
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Jose Carlos Rodriguez
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Commits on Feb 16, 2026

T6 M1: Apply Ching-An review - to_score_dict rename, configurable scalarize_dict, aggregate to objectives.py

Jose Carlos Rodriguez
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Jose Carlos Rodriguez
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Commits on Feb 18, 2026

T6 M2 prep: align tech plan per Xavier review, add Allen's multi_objective_convex_fn.py

Jose Carlos Rodriguez
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Jose Carlos Rodriguez
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Commits on Feb 19, 2026

T6 M2: Multi-objective support for BeamsearchAlgorithm + PrioritySearch + 12 integration tests

Jose Carlos Rodriguez
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Jose Carlos Rodriguez
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T6 M2: Add validation notebook with convex function multi-objective demo + plots

Jose Carlos Rodriguez
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Jose Carlos Rodriguez
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fix: define _repo_root in Colab setup cell for notebook

Jose Carlos Rodriguez
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Jose Carlos Rodriguez
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fix: reset Colab working directory before clone in setup cell

Jose Carlos Rodriguez
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Jose Carlos Rodriguez
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fix: improve notebook charts - more training steps, proper loss evaluation, better plots

Jose Carlos Rodriguez
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Jose Carlos Rodriguez
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fix: move DATASET definition to imports cell for reliability

Jose Carlos Rodriguez
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Jose Carlos Rodriguez
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fix: RewardGuide get_feedback() now uses deepcopy - prevents env horizon exhaustion during multi-candidate validation

Jose Carlos Rodriguez
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Jose Carlos Rodriguez
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fix: Beamsearch train() returns final_validation_score instead of hardcoded 0.0 when no test_dataset

Jose Carlos Rodriguez
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Jose Carlos Rodriguez
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Commits on Feb 20, 2026

T6 M2: BBEH notebook with dotenv + OpenAI direct support

Jose Carlos Rodriguez
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Jose Carlos Rodriguez
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fix: BBEH notebook Colab setup cell

Jose Carlos Rodriguez
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Jose Carlos Rodriguez
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fix: BBEH notebook measures end-to-end graph time (LLM + exec) not just exec()

Jose Carlos Rodriguez
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Jose Carlos Rodriguez
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fix: BBEH notebook resilient to Trace bundle corruption after failed optimization

Jose Carlos Rodriguez
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Jose Carlos Rodriguez
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