conftrace_

stochastic optimal control

30 papers

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SOC

Co-occurring keywords · papers mentioning both

diffusion model (4) reinforcement learning (4) stochastic differential equation (3) forward-backward stochastic differential equation (3) stochastic control (3) variational inference (3) generative model (2) recurrent neural network (2) diffusion bridge (2) doob h-transform (2)

Papers

Adjoint Matching: Fine-tuning Flow and Diffusion Generative Models with Memoryless Stochastic Optimal Control ICLR 2025 Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series ICLR 2025 Distilling Contact Planning for Fast Trajectory Optimization in Robot Air Hockey RSS 2025 Interacting Particle Systems for Fast Linear Quadratic RL L4DC 2025 RB-Modulation: Training-Free Stylization using Reference-Based Modulation ICLR 2025 Simulation-Free Differential Dynamics Through Neural Conservation Laws UAI 2025 UniDB: A Unified Diffusion Bridge Framework via Stochastic Optimal Control ICML 2025 Generalized Schrödinger Bridge Matching ICLR 2024 Generative Modeling with Phase Stochastic Bridge ICLR 2024 Stochastic Optimal Control and Estimation with Multiplicative and Internal Noise NeurIPS 2024 Stochastic Optimal Control for Diffusion Bridges in Function Spaces NeurIPS 2024 Stochastic Optimal Control Matching NeurIPS 2024 Data-driven Stochastic Output-Feedback Predictive Control: Recursive Feasibility through Interpolated Initial Conditions L4DC 2023 Static and Sequential Malicious Attacks in the Context of Selective Forgetting NeurIPS 2023 Stochastic Optimal Control for Collective Variable Free Sampling of Molecular Transition Paths NeurIPS 2023 Decentralized Safe Multi-agent Stochastic Optimal Control using Deep FBSDEs and ADMM RSS 2022 Feynman-Kac Neural Network Architectures for Stochastic Control Using Second-Order FBSDE Theory L4DC 2020 Online Data Poisoning Attacks L4DC 2020 Safe Optimal Control Using Stochastic Barrier Functions and Deep Forward-Backward SDEs CoRL 2020 Learning Deep Stochastic Optimal Control Policies Using Forward-Backward SDEs RSS 2019 A Stochastic Differential Equation Framework for Guiding Online User Activities in Closed Loop AISTATS 2018 Steering Social Activity: A Stochastic Optimal Control Point Of View JMLR 2018 Catching heuristics are optimal control policies NeurIPS 2016 Efficient High-Dimensional Stochastic Optimal Motion Control using Tensor-Train Decomposition RSS 2015 Sample Efficient Path Integral Control under Uncertainty NeurIPS 2015