Author

Jeonggyu Huh

h-index 5 View on Semantic Scholar

We have 3 of 41 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Sep 2026

Amortized Feedback Planning: Turning Model-Based Rollouts into Executable Policies

Closed-loop planning accounts for future observation-dependent actions but can be expensive to repeat at deployment. Bellman-gradient (BG) refinement differentiates conditional rollouts through an existing actor, corrects the current action, and stores the result in an executable policy. A backward sweep reuses deploye...

Jeonggyu Huh · 0 citations

Preprint Aug 2026

Scalable Pontryagin-Guided Adjoint-to-Control Recovery for Constrained Dynamic Portfolio Choice

We study continuous-time multi-asset portfolio choice and consumption under smooth pointwise constraints, including state-dependent feasible sets. The method separates dynamic information acquisition from local constrained recovery. A pointwise-feasible neural actor generates reference rollouts; after training, its rea...

Jaegi Jeon, Jeonggyu Huh, H. Koo et al. · 2 citations

Preprint Aug 2026

Self-Consistent Adjoint Policy Iteration for Constrained Dynamic Portfolio Choice

In the high-precision $50$--$50$ occupancy/broad-anchor design of a three-factor, fifty-asset benchmark, current-policy re-evaluation outperforms matched pooled refinement under the on-policy and broad evaluation laws.

Jeonggyu Huh, Yeoneung Kim, Seungwon Jeong · 0 citations