conftrace_

continuous time

47 papers

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Co-occurring keywords

gaussian process (1200) reinforcement learning (4352) variational inference (2069) policy gradient (520) generative model (2892) continuous-time model (20) graph neural network (3962) markov chain (207) optimal control (218) stochastic gradient descent (1091)

Papers

Causal Structure Learning for Dynamical Systems with Theoretical Score Analysis AAAI 2026
A Continuous-time Tractable Model for Present-biased Agents AAAI 2025
A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation AAAI 2025
State Space Models on Temporal Graphs: A First-Principles Study NIPS 2024
QGym: Scalable Simulation and Benchmarking of Queuing Network Controllers NIPS 2024
Discrete-state Continuous-time Diffusion for Graph Generation NIPS 2024
Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learning NIPS 2024
Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes AAAI 2023
Continuous-Time Decision Transformer for Healthcare Applications AISTATS 2023
Policy Optimization for Continuous Reinforcement Learning NIPS 2023
Safety Verification of Decision-Tree Policies in Continuous Time NIPS 2023
q-Learning in Continuous Time JMLR 2023
Deep Representation Learning for Prediction of Temporal Event Sets in the Continuous Time Domain ACML 2023
Policy Gradient and Actor-Critic Learning in Continuous Time and Space: Theory and Algorithms JMLR 2022
Markov Chain Monte Carlo for Continuous-Time Switching Dynamical Systems ICML 2022
A Continuous Time Framework for Discrete Denoising Models NIPS 2022
Policy Evaluation and Temporal-Difference Learning in Continuous Time and Space: A Martingale Approach JMLR 2022
Continuized Accelerations of Deterministic and Stochastic Gradient Descents, and of Gossip Algorithms NIPS 2021
Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation ICML 2021
Continuous-time edge modelling using non-parametric point processes NIPS 2021
Policy Analysis using Synthetic Controls in Continuous-Time ICML 2021
Improving Continuous-time Conflict Based Search AAAI 2021
Meta Learning in the Continuous Time Limit AISTATS 2021
Value Iteration in Continuous Actions, States and Time ICML 2021
Neural Rough Differential Equations for Long Time Series ICML 2021