Tetsuro Morimura
CyberAgent (Japan)(JP)
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Natural Language Processing Techniques, Bayesian Modeling and Causal Inference, Topic Modeling, Video Surveillance and Tracking Methods
Most-Cited Works
- Nonparametric Return Distribution Approximation for Reinforcement Learning(2010)
- → Parametric Return Density Estimation for Reinforcement Learning(2012)41 cited
- → City-Wide Traffic Flow Estimation From a Limited Number of Low-Quality Cameras(2016)36 cited
- Solving inverse problem of Markov chain with partial observations(2013)
- → Derivatives of Logarithmic Stationary Distributions for Policy Gradient Reinforcement Learning(2009)19 cited
- → A New Natural Policy Gradient by Stationary Distribution Metric(2008)13 cited
- A Generalized Natural Actor-Critic Algorithm(2009)
- Adaptive Step-size Policy Gradients with Average Reward Metric(2010)
- Monitoring Entire-City Traffic using Low-Resolution Web Cameras(2013)
- → Time-Consistency of Optimization Problems(2021)6 cited