91 citations · 91 across the 2 of their papers we have counts for
3 papers
Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning
Abhishek Das, Satwik Kottur, José M. F. Moura +2
We introduce the first goal-driven training for visual question answering and dialog agents. Specifically, we pose a cooperative 'image guessing' game between two agents -- Qbot an…
Thermodynamic Limit of Interacting Particle Systems over Time-varying Sparse Random Networks
Augusto Almeida Santos, Soummya Kar, José M. F. Moura +1
We establish a functional weak law of large numbers for observable macroscopic state variables of interacting particle systems (e.g., voter and contact processes) over fast time-va…
Strong Attractors in Stochastic Adaptive Networks: Emergence and Characterization
Augusto Almeida Santos, Soummya Kar, Ramayya Krishnan +1
We propose a family of models to study the evolution of ties in a network of interacting agents by reinforcement and penalization of their connections according to certain local la…