conftrace_

latent state

47 papers

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Co-occurring keywords

reinforcement learning (4352) dynamical system (398) variational inference (2069) representation learning (6206) recurrent neural network (1790) time series (435) gaussian process (1200) sample complexity (1169) hidden markov model (302) linear dynamical system (86)

Papers

Graph Gamma Process Linear Dynamical Systems AISTATS 2021
Non-Stationary Off-Policy Optimization AISTATS 2021
Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains NIPS 2021
Reinforcement Learning in Reward-Mixing MDPs NIPS 2021
Provably Efficient Exploration for Reinforcement Learning Using Unsupervised Learning NIPS 2020
Action-Conditional Recurrent Kalman Networks For Forward and Inverse Dynamics Learning CORL 2020
Latent Bandits Revisited NIPS 2020
Kinematic State Abstraction and Provably Efficient Rich-Observation Reinforcement Learning ICML 2020
Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatment NIPS 2020
Learning the Linear Quadratic Regulator from Nonlinear Observations NIPS 2020
Particle Filter Recurrent Neural Networks AAAI 2020
Overcoming Mean-Field Approximations in Recurrent Gaussian Process Models ICML 2019
Learning Dynamic Generator Model by Alternating Back-Propagation through Time AAAI 2019
Learning and Communicating the Latent States of Human-Machine Collaboration IJCAI 2018
Spectral Filtering for General Linear Dynamical Systems NIPS 2018
A Disentangled Recognition and Nonlinear Dynamics Model for Unsupervised Learning NIPS 2017
Multi-view Matrix Factorization for Linear Dynamical System Estimation NIPS 2017
Identification of Gaussian Process State Space Models NIPS 2017
Expectation Propagation in Gaussian Process Dynamical Systems NIPS 2012
Facial Expression Transfer with Input-Output Temporal Restricted Boltzmann Machines NIPS 2011
State-Space Inference and Learning with Gaussian Processes AISTATS 2010
Improving Human Judgments by Decontaminating Sequential Dependencies NIPS 2010