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In this episode, we discuss Welcome to the Era of Experience by David Silver, Richard S. Sutton. The paper discusses the forthcoming era of artificial intelligence marked by agents with superhuman capabilities. These agents will primarily learn through experience. The note highlights the essential features that will characterize this new phase in AI development.
arxiv preprint - Stack Attention: Improving the Ability of Transformers to Model Hierarchical Patterns
arxiv preprint - LooseControl: Lifting ControlNet for Generalized Depth Conditioning
Announcement: AI Breakdown Youtube Channel
arxiv preprint - OneLLM: One Framework to Align All Modalities with Language
arxiv preprint - The Unlocking Spell on Base LLMs: Rethinking Alignment via In-Context Learning
arxiv - MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI
arxiv preprint - MLP-Mixer: An all-MLP Architecture for Vision
arxiv preprint - Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine
arxiv preprint - Nash Learning from Human Feedback
arxiv preprint - Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animation
arxiv preprint - Knowledge is a Region in Weight Space for Fine-tuned Language Models
arxiv preprint - MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training
arxiv preprint - Simplifying Transformer Blocks
arxiv - Visual In-Context Prompting
Arxiv Preprint - GAIA: a benchmark for General AI Assistants
Arxiv Preprint - DisCo: Disentangled Control for Realistic Human Dance Generation
Arxiv Preprint - Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation
Arxiv Preprint - A General Theoretical Paradigm to Understand Learning from Human Preferences
Arxiv Preprint - ShareGPT4V: Improving Large Multi-Modal Models with Better Captions
ArXiv Preprint - S-LoRA: Serving Thousands of Concurrent LoRA Adapters
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