12 citations · 15 across the 4 of their papers we have counts for
5 papers
Continual Learning as Computationally Constrained Reinforcement Learning
Saurabh Kumar, Henrik Marklund, Ashish Rao +4
An agent that efficiently accumulates knowledge to develop increasingly sophisticated skills over a long lifetime could advance the frontier of artificial intelligence capabilities…
Independent Ethical Assessment of Text Classification Models: A Hate Speech Detection Case Study
Amitoj Singh, Jingshu Chen, Lihao Zhang +3
An independent ethical assessment of an artificial intelligence system is an impartial examination of the system's development, deployment, and use in alignment with ethical values…
AI Specialization for Pathways of Economic Diversification
Saurabh Mishra, Robert Koopman, Giuditta De-Prato +6
The growth in AI is rapidly transforming the structure of economic production. However, very little is known about how within-AI specialization may relate to broad-based economic d…
Gaussian Process Policy Optimization
Ashish Rao, Bidipta Sarkar, Tejas Narayanan
We propose a novel actor-critic, model-free reinforcement learning algorithm which employs a Bayesian method of parameter space exploration to solve environments. A Gaussian proces…
Deliberation and its Role in the Formation of Intentions
Anand S. Rao, Michael P. Georgeff
Deliberation plays an important role in the design of rational agents embedded in the real-world. In particular, deliberation leads to the formation of intentions, i.e., plans of a…