Waytowich, Nicholas
- Deep TAMER: Interactive Agent Shaping in High-Dimensional State Spaces
2017/09/28 by Warnell, Garrett, Waytowich, Nicholas, Lawhern, Vernon +1 · 13 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- COA-GPT: Generative Pre-trained Transformers for Accelerated Course of Action Development in Military Operations
2024/02/01 by Vinicius G. Goecks, Goecks, Vinicius G., Nicholas R. Waytowich +2 · 1 voice · 7 citations
Computer Science · Decision Sciences · Engineering · #AI-based Problem Solving and Planning #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #I.2.6 #I.2.7 #J.7 #Machine Learning (cs.LG) #Scientific Computing and Data Management #cs.AI #cs.CL #cs.HC #cs.LG
- Rating-based Reinforcement Learning
2023/07/30 by Devin White, MingKang Wu, White, Devin +9 · 3 citations
Decision Sciences · Economics, Econometrics and Finance · Engineering · #Artificial Intelligence (cs.AI) #Economic and Environmental Valuation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Criteria Decision Making #Robotics (cs.RO) #Smart Parking Systems Research
- Grounding Natural Language Commands to StarCraft II Game States for Narration-Guided Reinforcement Learning
2019/04/24 by Waytowich, Nicholas, Barton, Sean L., Lawhern, Vernon +2 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Neural and Evolutionary Computing (cs.NE) #Robotics (cs.RO)
- A Narration-based Reward Shaping Approach using Grounded Natural\n Language Commands
2019/10/31 by Nicholas R. Waytowich, Sean L. Barton, Waytowich, Nicholas +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Software Engineering Research #Topic Modeling
- Mobile Manipulation Leveraging Multiple Views
2021/10/02 by David Watkins-Valls, Peter K. Allen, Watkins, David +11 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Robotic Path Planning Algorithms #Robotics (cs.RO)
- Scalable Interactive Machine Learning for Future Command and Control
2024/02/09 by Anna Madison, Ellen Novoseller, Madison, Anna +17 · 1 citation
Computer Science · Engineering · #Advanced Data Processing Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fault Detection and Control Systems #Human-Computer Interaction (cs.HC) #I.2.6 #I.2.7 #J.7 #Machine Learning (cs.LG) #Neural Networks and Applications
- Adversarial Attacks on Reinforcement Learning Agents for Command and Control
2024/05/02 by Ahaan Dabholkar, James Z. Hare, Dabholkar, Ahaan +11 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- "New" Challenges for Future C2: Commanding Soldier-Machine Partnerships
2025/03/11 by Anna Madison, Madison, Anna, Kaleb McDowell +17 · 1 citation
Engineering · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Systems Engineering Methodologies and Applications #Technology Assessment and Management