- AgentOps: Enabling Observability of LLM Agents
2024/11/08 by Liming Dong, Dong, Liming, Qinghua Lu +3 · 2 voices · 13 citations
Computer Science · Mathematics · #Applied mathematics #Biology #Computer science #Ecology #Foundation (evidence) #Law #Mathematics #Multi-Agent Systems and Negotiation #Observability #Political science #Taxonomy (biology)
- Observer design method for nonlinear generalized systems with nonlinear algebraic constraints with applications
2024/01/13 by Shengya Meng, Fanwei Meng, Fan Zhang +3 · 12 citations
Engineering · Mathematics · #Adaptive Control of Nonlinear Systems #Advanced Control Systems Optimization #Algebraic number #Applied mathematics #Computer science #Constraint (computer-aided design) #Control (management) #Control Systems and Identification #Control theory (sociology) #Controllability #Mathematical optimization #Mathematics #Nonlinear system #Observability #Observer (physics) #Rank (graph theory) #Rank condition
- Quantitative observability for one-dimensional Schrödinger equations with potentials
2023/09/02 by Pei Su, Su, Pei, Chenmin Sun +3 · 4 citations
Computer Science · Engineering · Mathematics · #Advanced Mathematical Modeling in Engineering #Applied mathematics #Bounded function #Mathematical analysis #Mathematics #Numerical methods in inverse problems #Observability #Pure mathematics #Stability and Controllability of Differential Equations #math.AP #math.OC
- Distributed Detection and Mitigation of Biasing Attacks over Multi-Agent\n Networks
2021/09/20 by Mohammadreza Doostmohammadian, Houman Zarrabi, Doostmohammadian, Mohammadreza +7 · 1 citation
Computer Science · Mathematics · Medicine · Physics and Astronomy · #Algorithm #Applied mathematics #Artificial intelligence #Bounded function #Computer science #Digraph #Discrete mathematics #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #FOS: Electrical engineering #Graph #Infectious Encephalopathies and Encephalitis #Mathematical optimization #Mathematics #Multi-agent system #Multiagent Systems (cs.MA) #Observability #Observable #Opinion Dynamics and Social Influence #Probabilistic logic #Residual #Signal Processing (eess.SP) #Systems and Control (eess.SY) #Theoretical computer science #Upper and lower bounds #electronic engineering #information engineering
- Time Synchronized State Estimation for Incompletely Observed Distribution Systems Using Deep Learning Considering Realistic Measurement Noise
2020/11/09 by Behrouz Azimian, Azimian, Behrouz, Reetam Sen Biswas +5 · 2 citations
Engineering · Mathematics · #Algorithm #Artificial intelligence #Artificial neural network #Computer science #Data mining #Deep learning #Engineering #Estimation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine learning #Mathematics #Noise (video) #Observability #Power System Optimization and Stability #Power Systems Fault Detection #Real-time computing #Robustness (evolution) #Smart Grid Security and Resilience #State (computer science)
- Nonlinear Observability via Koopman Analysis: Characterizing the Role of\n Symmetry
2019/04/17 by Afshin Mesbahi, Jingjing Bu, Mesbahi, Afshin +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Engineering · Mathematics · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Applied mathematics #Eigenfunction #Eigenvalues and eigenvectors #FOS: Electrical engineering #Geometry #Homogeneous space #Mathematical analysis #Mathematics #Model Reduction and Neural Networks #Nanopore and Nanochannel Transport Studies #Nonlinear system #Observability #Observable #Physics #Quantum mechanics #Symmetry (geometry) #Systems and Control (eess.SY) #Topology (electrical circuits) #Unobservable #electronic engineering #information engineering
- Reinforcement Learning with Attention that Works: A Self-Supervised\n Approach
2019/04/06 by Anthony Manchin, Ehsan Abbasnejad, Manchin, Anthony +3 · 1 voice
Computer Science · Engineering · Mathematics · Psychology · #Artificial intelligence #Computer science #Data Stream Mining Techniques #Engineering #Explainable Artificial Intelligence (XAI) #Machine learning #Mathematics #Observability #Psychology #Range (aeronautics) #Reinforcement #Reinforcement Learning in Robotics #Reinforcement learning #Social psychology #State (computer science) #cs.LG #stat.ML
- Unsupervised Predictive Memory in a Goal-Directed Agent
2018/03/28 by Greg Wayne, Chia-Chun Hung, Wayne, Greg +50 · 1 voice · 27 citations
Computer Science · Mathematics · Neuroscience · #Artificial intelligence #Artificial neural network #Computer science #Curse of dimensionality #Explainable Artificial Intelligence (XAI) #Human–computer interaction #Inference #Machine learning #Neural dynamics and brain function #Observability #Process (computing) #Reinforcement Learning in Robotics #Reinforcement learning #Simple (philosophy) #Unobservable #cs.LG #stat.ML
- Beating the World's Best at Super Smash Bros. with Deep Reinforcement Learning
2017/02/21 by Vlad Firoiu, Firoiu, Vlad, William F. Whitney +3 · 2 voices · 4 citations
Computer Science · Mathematics · #Artificial Intelligence in Games #Artificial intelligence #Computer science #Deep learning #Domain (mathematical analysis) #Human–computer interaction #Mathematics #Multimedia #Observability #Reinforcement Learning in Robotics #Reinforcement learning #Time Series Analysis and Forecasting #Video game #cs.AI #cs.LG #msc:I.2.6
- Observability of information acquisition in agency models
2013/01/30 by Eva I. Hoppe · 1 citation
Computer Science · Decision Sciences · Mathematics · #Action (physics) #Actuarial science #Adverse selection #Agency (philosophy) #Artificial intelligence #Auction Theory and Applications #Business #Computer science #Computer security #Corporate governance #Finance #Game Theory and Applications #Information asymmetry #Mathematics #Observability #Optimization and Search Problems #Principal (computer security) #Principal–agent problem #Private information retrieval #Selection (genetic algorithm)
- Observability for Switched Linear Systems: Characterization and Observer Design
2012/10/11 by Aneel Tanwani, Hyungbo Shim, Daniel Liberzon · 6 citations
Engineering · Mathematics · #Adaptive Control of Nonlinear Systems #Algorithm #Applied mathematics #Characterization (materials science) #Computation #Computer science #Control (management) #Control theory (sociology) #Dwell time #Hybrid system #Linear system #Mathematics #Nonlinear system #Observability #Observable #Observer (physics) #Stability and Control of Uncertain Systems #Stability and Controllability of Differential Equations #State (computer science) #State observer
- Observability of Rényi’s entropy
2003/07/31 by Petr Jizba, Toshihico Arimitsu · 3 citations
Economics, Econometrics and Finance · Mathematics · Neuroscience · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Applied mathematics #Artificial intelligence #Bhattacharyya distance #Complex Systems and Time Series Analysis #Computer science #Data mining #Entropy (arrow of time) #Granularity #Mathematics #Measure (data warehouse) #Neural dynamics and brain function #Observability #Observable #Physics #Principle of maximum entropy #Quantum mechanics #Rényi entropy #Statistical physics #Statistics #cond-mat.stat-mech #hep-th #math-ph #math.MP #quant-ph
- Complexity of finite-horizon Markov decision process problems
2000/07/01 by Martin Mundhenk, Judy Goldsmith, Christopher Lusena +1 · 14 citations
Computer Science · Mathematics · #AI-based Problem Solving and Planning #Algorithm #Applied mathematics #Complexity class #Computational complexity theory #Computer science #Decision problem #Machine Learning and Algorithms #Markov decision process #Markov process #Mathematical optimization #Mathematical proof #Mathematics #Observability #Optimization and Search Problems #Succinctness #Theoretical computer science #Time complexity
- Principal component analysis in linear systems: Controllability, observability, and model reduction
1981/02/01 by B. Moore · 133 citations
Computer Science · Engineering · Mathematics · #Algorithm #Applied mathematics #Artificial intelligence #Blind Source Separation Techniques #Computer science #Control Systems and Identification #Control theory (sociology) #Controllability #Kalman filter #Linear subspace #Linear system #Mathematical analysis #Mathematics #Minimal realization #Observability #Principal component analysis #Pure mathematics #Realization (probability) #Singular value decomposition #Structural Health Monitoring Techniques #Unobservable