Tobias Graf

Publication Activity (10 Years)

Years Active: 2003-2016
Publications (10 Years): 3

Top Topics

Tree Search Algorithm

Monte Carlo Tree Search

Convolutional Neural Networks

Bayesian Reinforcement Learning

Top Venues

Computers and Games

Publications

Tobias Graf, Marco Platzner
Using Deep Convolutional Neural Networks in Monte Carlo Tree Search. Computers and Games (2016)
Tobias Graf, Marco Platzner
Adaptive playouts for online learning of policies during Monte Carlo Tree Search. Theor. Comput. Sci. 644 (2016)
Tobias Graf, Marco Platzner
Monte-Carlo simulation balancing revisited. CIG (2016)
Tobias Graf, Marco Platzner
Adaptive Playouts in Monte-Carlo Tree Search with Policy-Gradient Reinforcement Learning. ACG (2015)
Tobias Graf, Marco Platzner
Common fate graph patterns in Monte Carlo Tree Search for computer go. CIG (2014)
Tobias Graf, Lars Schaefers, Marco Platzner
On Semeai Detection in Monte-Carlo Go. Computers and Games (2013)
Qiuling Zhu, Tobias Graf, H. Ekin Sumbul, Larry T. Pileggi, Franz Franchetti
Accelerating sparse matrix-matrix multiplication with 3D-stacked logic-in-memory hardware. HPEC (2013)
Emi Mathews, Tobias Graf, Kosala S. S. B. Kulathunga
Biologically inspired swarm robotic network ensuring coverage and connectivity. SMC (2012)
Emi Mathews, Tobias Graf, Kosala S. S. B. Kulathunga
A Bio-inspired Coverage and Connectivity Maintenance Algorithm. BIONETICS (2011)
Tobias Graf, Ulf Lorenz, Marco Platzner, Lars Schaefers
Parallel Monte-Carlo Tree Search for HPC Systems. Euro-Par (2) (2011)
Kerstin Bruckmeier, Tobias Graf, Helmut Rudolph
Working Poor: Arm oder bedürftig? AStA Wirtschafts und Sozialstatistisches Arch. 4 (3) (2010)
Cyrus Raza Mirza, Toshio Koike, Kun Yang, Tobias Graf
The Development of 1-D Ice Cloud Microphysics Data Assimilation System (IMDAS) for Cloud Parameter Retrievals by Integrating Satellite Data. IGARSS (2) (2008)
Hui Lu, Toshio Koike, Hiroyuki Tsutsui, Tobias Graf, David N. Kuria
Moritoring Wingter Wheat Growth With Grand Based Microwave Radiometers (GBMR). IGARSS (1) (2008)
Cyrus Raza Mirza, Toshio Koike, Kun Yang, Tobias Graf
Retrieval of Atmospheric Integrated Water Vapor and Cloud Liquid Water Content Over the Ocean From Satellite Data Using the 1-D-Var Ice Cloud Microphysics Data Assimilation System (IMDAS). IEEE Trans. Geosci. Remote. Sens. 46 (1) (2008)
Hui Lu, Toshio Koike, Tetsu Ohta, David N. Kuria, Hiroyuki Tsutsui, Tobias Graf, Hideyuki Fuji, Katsunori Tamagawa
Development of a soil moisture retrieval algorithm for spaceborne passive microwave radiometers and its application to AMSR-E and SSM/I. IGARSS (2007)
David N. Kuria, Toshio Koike, Hui Lu, Hiroyuki Tsutsui, Tobias Graf
Field-Supported Verification and Improvement of a Passive Microwave Surface Emission Model for Rough, Bare, and Wet Soil Surfaces by Incorporating Shadowing Effects. IEEE Trans. Geosci. Remote. Sens. 45 (5-1) (2007)
Tobias Graf, Toshio Koike, Xin Li, M. Hirai, Hiroyuki Tsutsui
Assimilating Passive Microwave Brightness Temperature Data into a Land Surface Model to Improve the Snow Depth Predictability. IGARSS (2006)
Hiroyuki Tsutsui, Toshio Koike, Tobias Graf
Snow Satellite Algorithm Development and Verification based on the Ground Snow Observation using a Ground Microwave Radiometer. IGARSS (2006)
Hui Lu, Toshio Koike, Hiroyuki Tsutsui, Tobias Graf, David N. Kuria, Hydeyuki Fujii, M. Mourita
A Radiative transfer Model for Soil Media with Considering the volume Effects of Soil Particles: field observation and Numerical Simulation. IGARSS (2006)
David N. Kuria, Hui Lu, Toshio Koike, Hiroyuki Tsutsui, Tobias Graf
Multi-Frequency Microwave Response to Periodic Rougheness. IGARSS (2006)
Marco Tedesco, Edward J. Kim, Donald W. Cline, Tobias Graf, Toshio Koike, Janet P. Hardy, Richard Armstrong, Mary J. Brodzik
The Cold Land Processes Experiment (CLPX-1): analysis and modelling of LSOS data (IOP3 period). IGARSS (2004)
Marco Tedesco, Edward J. Kim, Donald W. Cline, Tobias Graf, Toshio Koike, Richard Armstrong, Mary J. Brodzik, B. Boba Stankov, Albin J. Gasiewski, Marian Klein
Exploring scaling issues by using NASA Cold Land Processes Experiment (CLPX-1, IOP3) radiometric data. IGARSS (2004)
Tobias Graf, Toshio Koike, Kouichi Nishimura
Correcting snowfall from gauge observations using passive microwave brightness temperature data and data assimilation. IGARSS (2004)
Tobias Graf, Toshio Koike, Thomas Pfaff, Ken-ichiro Muramoto, Kazumasa Aonashi
Estimation of snowfall over the sea of Japan using AMSR-E passive microwave remote sensing observation. IGARSS (2004)
Tobias Graf, Toshio Koike, H. Fujji, Richard Armstrong, T. Yamazaki, Kouichi Nishimura
Estimating snow pack properties from passive microwave remote sensing observations using four-dimensional data assimilation. IGARSS (2003)