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ICML
2004
IEEE
15 years 11 months ago
Generative modeling for continuous non-linearly embedded visual inference
Many difficult visual perception problems, like 3D human motion estimation, can be formulated in terms of inference using complex generative models, defined over high-dimensional ...
Cristian Sminchisescu, Allan D. Jepson
KES
1998
Springer
15 years 3 months ago
An acquisition of the relation between vision and action using self-organizing map and reinforcement learning
An agent must acquire internal representation appropriate for its task, environment, sensors. As a learning algorithm, reinforcement learning is often utilized to acquire the rela...
Kazunori Terada, Hideaki Takeda, Toyoaki Nishida
87
Voted
CAV
2010
Springer
172views Hardware» more  CAV 2010»
15 years 2 months ago
Symbolic Bounded Synthesis
Abstract. Synthesis of finite state systems from full linear time temporal logic (LTL) specifications is gaining more and more attention as several recent achievements have signi...
Rüdiger Ehlers
ICML
2007
IEEE
15 years 11 months ago
Three new graphical models for statistical language modelling
The supremacy of n-gram models in statistical language modelling has recently been challenged by parametric models that use distributed representations to counteract the difficult...
Andriy Mnih, Geoffrey E. Hinton
AGS
2009
Springer
15 years 5 months ago
Distributed Platform for Large-Scale Agent-Based Simulations
Abstract. We describe a distributed architecture for situated largescale agent-based simulations with predominately local interactions. The approach, implemented in AglobeX Simulat...
David Sislák, Premysl Volf, Michal Jakob, M...