conftrace_

continuous-time reinforcement learning

5 papers

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Also known as

CT-RL CONTINUOUS-TIME RL

Co-occurring keywords

optimal control (218) model-based reinforcement learning (415) time-adaptive policy (1) model-based algorithm (7) score-based generation (6) linear dynamical system (86) time delay (4) closed-loop stability (4) quadratic cost (6) model-based rl (21)

Papers

Reward-Directed Score-Based Diffusion Models via q-Learning JMLR 2025
When to Sense and Control? A Time-adaptive Approach for Continuous-Time RL NIPS 2024
A New, Physics-Informed Continuous-Time Reinforcement Learning Algorithm with Performance Guarantees JMLR 2024
Neural Laplace Control for Continuous-time Delayed Systems AISTATS 2023
Online Reinforcement Learning in Stochastic Continuous-Time Systems COLT 2023