01 / IMPLEMENTATION & CONTRIBUTION
What the work involves
Donald implemented the recurrent-policy portfolio framework and its starter. Related local TET studies add logistic overlays and fundamentals pipelines; the jump-model paper is a separate reference.
Technical depth
Recurrent policies, PID-Lagrangian drawdown constraints, holdings/turnover-aware simulation, online versus oracle regimes, event-gated entry, reporting-lag alignment, fundamental transforms and controlled signal ablations.
The project family
rl_trader_frameworklstm_ppo_regime_startertet-jumpmodels-tusharetet_fundamentals_tushare_a_sharejump_model_regime02 / RESULTS
What came out of it
Portfolio environments combine PPO-PID drawdown constraints, turnover-aware simulation, regime modules, and diagnostics. The research explicitly separates causal online labels from smoothed oracle labels.
03 / SUPPORTING EVIDENCE
Follow the source
Implementation notes, project records, and supporting artifacts.
Source context & project scope
No production-readiness, profitability or live-computability certification. Reference-paper presence is not authorship or completed reproduction. Theoretical prototypes and deployed execution must remain separate.
Signal contract, holdings-aware environment, constrained PPO and regime-source distinction.
SOURCE · 2026-09-17Quarterly/TTM and robust cross-sectional transforms implemented.
SOURCE · 2026-09-17Reference artifact only; paper contents not independently audited in this pass.
SOURCE · 2026-09-17