papers

machine learning

• Attention Is All You Need Vaswani et al. pdf
• BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Devlin et al. pdf
• FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness Dao et al. pdf
• Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks Lewis et al. pdf
• Predicting magnetism with first-principles AI Geier and Fu pdf

agents

• Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Wei et al. pdf
• ReAct: Synergizing Reasoning and Acting in Language Models Yao et al. pdf
• MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning Karpas et al. pdf
• Toolformer: Language Models Can Teach Themselves to Use Tools Schick et al. pdf
• MemGPT: Towards LLMs as Operating Systems Packer pdf
• Reflexion: Language Agents with Verbal Reinforcement Learning Shinn pdf
• SWE-bench: Can Language Models Resolve Real-World GitHub Issues? Jimenez pdf
• SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering Yang pdf
• Generative Agents: Interactive Simulacra of Human Behavior Park et al. pdf
• Voyager: An Open-Ended Embodied Agent with Large Language Models Wang pdf

systems

• Time, Clocks, and the Ordering of Events in a Distributed System Lamport pdf
• The Google File System Ghemawat et al. pdf
• MapReduce: Simplified Data Processing on Large Clusters Dean and Ghemawat pdf
• Bigtable: A Distributed Storage System for Structured Data Chang et al. pdf
• Dynamo: Amazon's Highly Available Key-value Store DeCandia et al. pdf
• Spanner: Google's Globally-Distributed Database Corbett et al. pdf
• The Tail at Scale Dean and Barroso pdf
• In Search of an Understandable Consensus Algorithm Ongaro and Ousterhout pdf

robotics

• Elephants Don't Play Chess Brooks
• Intelligence Without Representation Brooks
• RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control Brohan et al. pdf
• Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation Fu et al. pdf
• OpenVLA: An Open-Source Vision-Language-Action Model Kim et al. pdf
• A Comprehensive Survey on World Models for Embodied AI Li et al. pdf

RF and electronics

• Thermal Agitation of Electric Charge in Conductors Nyquist pdf
• Thermal Agitation of Electricity in Conductors Johnson pdf
• Stabilized Feedback Amplifiers Black pdf
• A Note on a Simple Transmission Formula Friis pdf
• Physical Limitations of Omni-Directional Antennas Chu pdf
• Communication in the Presence of Noise Shannon pdf

math

• Optimal Point Location in a Monotone Subdivision Edelsbrunner et al.
• Ruler, Compass, and Computer: The Design and Analysis of Geometric Algorithms Guibas and Stolfi
• Robust Adaptive Floating-Point Geometric Predicates Shewchuk
• Nash Equilibrium Points in N-Person Games Nash pdf
• A Value for N-Person Games Shapley pdf
• Extensive Games and the Problem of Information Kuhn pdf
• Counterspeculation, Auctions, and Competitive Sealed Tenders Vickrey pdf
• Games with Incomplete Information Played by Bayesian Players Harsanyi pdf
• Optimal Auction Design Myerson pdf
• OpenSpiel A Framework for Reinforcement Learning in Games Lanctot et al. pdf

mechanical and manufacturing

• Contact and Rubbing of Flat Surfaces Archard pdf
• A Critical Analysis of Crack Propagation Laws Paris and Erdogan pdf
• Machine Tool Calibration: Measurement, Modeling, and Compensation of Machine Tool Errors Gao pdf