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

Global Convergence of Policy Gradient for Linear-Quadratic Mean-Field Control/Game in Continuous Time ICML 2021
Reinforcement Learning in Continuous Time and Space: A Stochastic Control Approach JMLR 2020
Transformation of ReLU-based recurrent neural networks from discrete-time to continuous-time ICML 2020
Hamilton-Jacobi-Bellman Equations for Q-Learning in Continuous Time L4DC 2020
Group-Fair Online Allocation in Continuous Time NIPS 2020
Infinity Learning: Learning Markov Chains from Aggregate Steady-State Observations AAAI 2020
POMDPs in Continuous Time and Discrete Spaces NIPS 2020
Fictitious Play for Mean Field Games: Continuous Time Analysis and Applications NIPS 2020
Multi-Agent Pathfinding with Continuous Time IJCAI 2019
Continuous-time Models for Stochastic Optimization Algorithms NIPS 2019
Making Deep Q-learning methods robust to time discretization ICML 2019
Imputing Missing Events in Continuous-Time Event Streams ICML 2019
Automated Verification of Social Laws for Continuous Time Multi-Robot Systems AAAI 2019
Continuous-time Value Function Approximation in Reproducing Kernel Hilbert Spaces NIPS 2018
Learning Continuous Time Bayesian Networks in Non-stationary Domains IJCAI 2018
Accelerated Mirror Descent in Continuous and Discrete Time NIPS 2015
Efficient Learning of Continuous-Time Hidden Markov Models for Disease Progression NIPS 2015
Approximate inference in latent Gaussian-Markov models from continuous time observations NIPS 2013
Scalable Influence Estimation in Continuous-Time Diffusion Networks NIPS 2013
Optimal Reinforcement Learning for Gaussian Systems NIPS 2011
Approximate inference in continuous time Gaussian-Jump processes NIPS 2010
Policy Gradient in Continuous Time JMLR 2006