4 Commits

Author	SHA1	Message	Date
jgrusewski	6007f98c26	docs: Add DQN algorithm fix implementation plan (11 tasks) ... Detailed TDD implementation plan for: - Task 1: Bug fixes (NaN panic, Adam eps, dedup enum) - Task 2: State dimension consolidation (→51) - Task 3-5: CQL offline RL regularization - Task 4,6-9: IQN distributional RL (replaces broken C51) - Task 8: CVaR risk-aware action selection - Task 10-11: Integration test and verification Each task has exact file paths, code, test commands, and safety gates. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-02-20 14:44:44 +01:00
jgrusewski	91af2b9334	docs: Add DQN algorithm fix & 2026 modernization design ... Research-validated design for fixing critical DQN issues: - CQL regularization for offline RL training on historical data - IQN integration replacing broken C51 (Candle scatter_add bug) - CVaR risk-aware action selection - State dimension consolidation (51 is canonical) - NaN panic fix, Adam epsilon fix per Rainbow paper Verified against 20+ papers and 2026 SOTA. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-02-20 14:39:58 +01:00
jgrusewski	2b914728c6	docs: Add codebase deep clean implementation plan ... 16-task bottom-up execution plan with exact file paths, commands, and safety gates. Covers: doc purge, dead code removal, module consolidation, test reorganization, file splitting, and folder restructuring. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-02-20 13:21:25 +01:00
jgrusewski	cec36d3072	docs: Add codebase deep clean design document ... Comprehensive cleanup plan covering: documentation purge, dead code removal (~4,846 lines across 11 files), module consolidation, test reorganization, large file splitting, and folder restructuring. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>	2026-02-20 13:08:10 +01:00