Displaying 5 resources
Online Course

Non-Markov Decision Processes and Reinforcement Learning

We present non-Markov decision processes, where rewards and dynamics can depend on the history of events. This is contrast with Markov Decision Processes, where the dependency is limited to the last state and action.

Category
Hybrid Decision Making
Target audience
ADR Experts and Associations, Researchers and Academic
Software resources

Augmentation-free unsupervised approach for point clouds

Unsupervised learning on 3D point clouds has undergone a rapid evolution, especially thanks to data augmentation-based contrastive methods.

Category
Reasoning Techniques
Target audience
ADR Experts and Associations, Researchers and Academic
Tutorial/How To/Guides

Algorithmic Impact Assessment tool

The Algorithmic Impact Assessment (AIA) is a mandatory risk assessment tool intended to support the Treasury Board’s Directive on Automated Decision-Making.

Category
Trustworthiness
Target audience
Public Sector

ALIGNER Fundamental Rights Impact Assessment

Artificial intelligence can enhance law enforcement agencies’ capabilities to prevent, investigate, detect and prosecute crimes, as well as to predict and anticipate them.

Category
Action and Interaction Technologies, Edge-based AI, Multi-modal interaction, Real-time context aware decision making, Semantic knowledge, Sensing of motion and mechanical properties, Fundamental Rights, Principles, and Values, Multistakeholder dialogue, Understanding of the fundamental rights and values, Policy, Regulation, Certificates, and Standards, Best practices in deployment, Certification and Compliance, Legal framework and regulation, Reasoning and decision-making Technologies, Hybrid Decision Making, Reasoning Techniques, Trustworthiness, Sensing and perception technologies, Architecture of sensing and perception systems, Meta-data contexts, Sensing and processing methods, Systems, methodologies, hardware, and tools, Support tools, System architectures, Technology methodologies and landscape
Target audience
Public Sector
White paper

A General Language Assistant as a Laboratory for Alignment

Given the broad capabilities of large language models, it should be possible to work towards a general-purpose, text-based assistant that is aligned with human values, meaning that it is helpful, honest, and harmless.

Category
Trustworthiness