Recent scaling up of POMDP solvers towards realistic applications is largely due to point-based methods such as PBVI, Perseus, and HSVI, which quickly converge to an approximate so...
- This paper presents an environment for development of distributed applications. It consists basically of adding to language Java a library of methods to manipulate shared objects...
We propose and analyze a distribution learning algorithm for a subclass of Acyclic Probabilistic Finite Automata (APFA). This subclass is characterized by a certain distinguishabi...
Much of the debate on cryptography has assumed that the real tension is between the state’s desire for effective policing and the privacy of the individual. We argue that this i...
Compositional Q-Learning (CQ-L) (Singh 1992) is a modular approach to learning to performcomposite tasks made up of several elemental tasks by reinforcement learning. Skills acqui...