Building machines that learn and think with people
What do we want from machine intelligence? We envision machines that are not just tools
for thought but partners in thought: reasonable, insightful, knowledgeable, reliable and …
for thought but partners in thought: reasonable, insightful, knowledgeable, reliable and …
Meta-learned models of cognition
Psychologists and neuroscientists extensively rely on computational models for studying
and analyzing the human mind. Traditionally, such computational models have been hand …
and analyzing the human mind. Traditionally, such computational models have been hand …
International Scientific Report on the Safety of Advanced AI (Interim Report)
This is the interim publication of the first International Scientific Report on the Safety of
Advanced AI. The report synthesises the scientific understanding of general-purpose AI--AI …
Advanced AI. The report synthesises the scientific understanding of general-purpose AI--AI …
Between world models and model worlds: on generality, agency, and worlding in machine learning
K Mitrokhov - AI & SOCIETY, 2024 - Springer
The article offers a discursive account of what generality in machine learning research
means and how it is constructed in the development of general artificial intelligence from the …
means and how it is constructed in the development of general artificial intelligence from the …
Words in Motion: Representation Engineering for Motion Forecasting
Motion forecasting transforms sequences of past movements and environment context into
future motion. Recent methods rely on learned representations, resulting in hidden states …
future motion. Recent methods rely on learned representations, resulting in hidden states …
Humanlike Behavior in a Third-Person Shooter with Imitation Learning
AR Farhang, B Mulcahy, D Holden… - … IEEE Conference on …, 2024 - ieeexplore.ieee.org
We tackle the problem of generating humanlike bot behavior by learning from human
demonstrations. We developed a controlled gym environment to collect data on a subset of …
demonstrations. We developed a controlled gym environment to collect data on a subset of …
[PDF][PDF] My Imaginary Friend is a Gamer: Implications of Introducing LMs to Multiplayer Games
Artificial Intelligence and computer games have been closely related since the first single-
player games were made. From AI-powered companions and foes to procedurally …
player games were made. From AI-powered companions and foes to procedurally …
Meta-learning: Data, architecture, and both
We are encouraged by the many positive commentaries on our target article. In this
response, we recapitulate some of the points raised and identify synergies between them …
response, we recapitulate some of the points raised and identify synergies between them …
International Scientific Report on the Safety of Advanced AI
We are in the midst of a technological revolution that will fundamentally alter the way we live,
work, and relate to one another. Artificial Intelligence (AI) promises to transform many …
work, and relate to one another. Artificial Intelligence (AI) promises to transform many …
Words in Motion: Extracting Interpretable Control Vectors for Motion Transformers
OS Tas, R Wagner - Interpretable AI: Past, Present and Future - openreview.net
Transformer-based models generate hidden states that are difficult to interpret. In this work,
we aim to interpret these hidden states and control them at inference, with a focus on motion …
we aim to interpret these hidden states and control them at inference, with a focus on motion …