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2026-02-28 04:21:38
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UCL DARK Lab Home Publications Speakers Blog UCL Deciding, Acting, and Reasoning with Knowledge (DARK) Lab 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 . News 25/09/2024: Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts has been accepted to NeurIPS 2024. 25/09/2024: JaxMARL: Multi-Agent RL Environments and Algorithms in JAX has been accepted to NeurIPS 2024. 23/07/2024: We have been awarded two Best Paper Awards at ICML 2024 for Genie: Ge...
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