UCL DARK

AI & ML interests

The UCL Deciding, Acting, and Reasoning with Knowledge (DARK) Lab is a Reinforcement Learning research group at the UCL Centre for Artificial Intelligence. We focus on research in complex open-ended environments that provide a constant stream of novel observations without reliable reward functions, often requiring agents to create their own curricula and to deal with external knowledge, natural language, and hard exploration problems.

Recent Activity

aengusl  authored a paper 3 months ago

Latent Adversarial Training Improves Robustness to Persistent Harmful Behaviors in LLMs

rraileanu  authored a paper 3 months ago

Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources

rraileanu  authored a paper 10 months ago

Teaching Large Language Models to Reason with Reinforcement Learning

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Team members 10