Pierre Baldi
- Language Models can Solve Computer Tasks
2023/03/30 by Geunwoo Kim, Kim, Geunwoo, Pierre Baldi +3 · 46 citations
Computer Science · #Topic Modeling #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications
- Solving the Rubik's Cube Without Human Knowledge
2018/05/18 by Stephen McAleer, Forest Agostinelli, McAleer, Stephen +5 · 3 voices · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence in Games #Digital Games and Media #Reinforcement Learning in Robotics #cs.AI
- End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics
2023/05/17 by Alexander Shmakov, Shmakov, Alexander, Kevin Thomas Greif +9 · 8 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #High Energy Physics - Experiment (hep-ex) #Image Processing and 3D Reconstruction #Machine Learning (cs.LG)
- A* Search Without Expansions: Learning Heuristic Functions with Deep Q-Networks
2021/02/08 by Forest Agostinelli, Agostinelli, Forest, Shahaf S. Shperberg +9 · 2 voices
#cs.AI #cs.LG
- Pipeline PSRO: A Scalable Approach for Finding Approximate Nash Equilibria in Large Games
2020/06/15 by Stephen McAleer, John B. Lanier, McAleer, Stephen +5 · 4 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- XDO: A Double Oracle Algorithm for Extensive-Form Games
2021/03/11 by Stephen McAleer, McAleer, Stephen, John B. Lanier +6 · 3 citations
Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Sports Analytics and Performance
- Design, construction and operation of the ProtoDUNE-SP Liquid Argon TPC
2021/08/04 by A. Abed Abud, DUNE Collaboration, B. Abi +1271 · 6 citations
Physics and Astronomy · #Astrophysics and Cosmic Phenomena #Dark Matter and Cosmic Phenomena #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det) #Neutrino Physics Research
- ClimSim-Online: A Large Multi-scale Dataset and Framework for Hybrid ML-physics Climate Emulation
2023/06/14 by Sungduk Yu, Z W Hu, Yu, Sungduk +91 · 5 citations
Earth and Planetary Sciences · Physics and Astronomy · Environmental Science · #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks #Hydrological Forecasting Using AI
- The capacity of feedforward neural networks
2019/01/02 by Pierre Baldi, Roman Vershynin, Baldi, Pierre +1 · 2 citations
#06E30 #68Q32 #92B20 #Combinatorics (math.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
- Prediction of protein stability changes for single‐site mutations using support vector machines
2005/12/21 by Jianlin Cheng, Arlo Randall, Pierre Baldi · 2 citations
Biochemistry, Genetics and Molecular Biology · #Genomics and Phylogenetic Studies #Protein Structure and Dynamics #RNA and protein synthesis mechanisms
- SPLASH: Learnable Activation Functions for Improving Accuracy and\n Adversarial Robustness
2020/06/16 by Mohammadamin Tavakoli, Forest Agostinelli, Tavakoli, Mohammadamin +3 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
- A Fortran-Keras Deep Learning Bridge for Scientific Computing
2020/04/14 by Jordan Ott, Mike Pritchard, Ott, Jordan +9 · 1 voice
#cs.LG #cs.PL
- Curiosity-Driven Multi-Criteria Hindsight Experience Replay
2019/06/09 by John B. Lanier, Stephen McAleer, Lanier, John B. +3 · 2 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Psychological and Educational Research Studies #Robotics (cs.RO) #Social Robot Interaction and HRI #Visual Attention and Saliency Detection
- Fast multi-geometry calorimeter simulation with conditional self-attention variational autoencoders
2024/11/08 by Dylan Smith, Smith, Dylan, A. Ghosh +7 · 2 citations
Chemistry · Materials Science · Physics and Astronomy · #thermodynamics and calorimetric analyses #Machine Learning in Materials Science #Nuclear Physics and Applications
- Self-Play PSRO: Toward Optimal Populations in Two-Player Zero-Sum Games
2022/07/13 by Stephen McAleer, JB Lanier, McAleer, Stephen +9 · 1 citation
Computer Science · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- Geometry-aware Autoregressive Models for Calorimeter Shower Simulations
2022/12/16 by Junze Liu, A. Ghosh, Liu, Junze +7 · 1 citation
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Particle physics theoretical and experimental studies
- Neural Erosion: Emulating Controlled Neurodegeneration and Aging in AI Systems
2024/03/15 by Antonios Alexos, Alexos, Antonios, Yu-Dai Tsai +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Neurons and Cognition (q-bio.NC) #Reinforcement Learning in Robotics
- Make the Pertinent Salient: Task-Relevant Reconstruction for Visual Control with Distractions
2024/10/13 by Kyungmin Kim, JB Lanier, Kim, Kyungmin +7 · 1 citation
Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Personal Information Management and User Behavior #Robotics (cs.RO) #Teleoperation and Haptic Systems