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No-Press Diplomacy: Modeling Multi-Agent Gameplay
Diplomacy is a seven-player non-stochastic, non-cooperative game, where agents acquire resources through a mix of teamwork and betrayal.
Towards Text Generation with Adversarially Learned Neural Outlines
We generate outlines with an adversarial model trained to approximate the distribution of sentences in a latent space induced by general-purpose sentence encoders.
On Tracking The Partition Function
In this paper, we exploit the gradient descent training procedure of restricted Boltzmann machines (a type of MRF) to {\bf track} the log partition function during learning.
An Infinite Factor Model Hierarchy Via a Noisy-Or Mechanism
The Indian Buffet Process is a Bayesian nonparametric approach that models objects as arising from an infinite number of latent factors.
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