Matthew Hausknecht
- ALFWorld: Aligning Text and Embodied Environments for Interactive Learning
2020/10/08 by Mohit Shridhar, Shridhar, Mohit, Xingdi Yuan +9 · 147 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
- Deep Recurrent Q-Learning for Partially Observable MDPs
2015/07/23 by Matthew Hausknecht, Hausknecht, Matthew, Peter Stone +1 · 52 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Reservoir Computing #Reinforcement Learning in Robotics
- TextWorld: A Learning Environment for Text-based Games
2018/06/29 by Marc-Alexandre Côté, Ákos Kádár, Côté, Marc-Alexandre +23 · 35 citations
Computer Science · #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Topic Modeling
- Revisiting the Arcade Learning Environment: Evaluation Protocols and\n Open Problems for General Agents
2017/09/18 by Marlos C. Machado, Marc G. Bellemare, Machado, Marlos C. +9 · 25 citations
Computer Science · #Artificial Intelligence in Games #Data Stream Mining Techniques #Reinforcement Learning in Robotics
- Beyond Short Snippets: Deep Networks for Video Classification
2015/03/31 by Joe Yue-Hei Ng, Ng, Joe Yue-Hei, Matthew Hausknecht +9 · 12 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Analysis and Summarization
- Deep Reinforcement Learning in Parameterized Action Space
2015/11/13 by Matthew Hausknecht, Hausknecht, Matthew, Peter Stone +1 · 8 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
- MoCapAct: A Multi-Task Dataset for Simulated Humanoid Control
2022/08/15 by Nolan Wagener, Andrey Kolobov, Wagener, Nolan +9 · 7 citations
Computer Science · #Human Pose and Action Recognition #Innovative Human-Technology Interaction
- Counting to Explore and Generalize in Text-based Games
2018/06/29 by Xingdi Yuan, Yuan, Xingdi, Marc-Alexandre Côté +11 · 4 citations
Computer Science · #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling
- Keep CALM and Explore: Language Models for Action Generation in Text-based Games
2020/10/06 by Shunyu Yao, Rohan Rao, Yao, Shunyu +5 · 3 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- syftr: Pareto-Optimal Generative AI
2025/05/26 by Alexander Conway, Conway, Alexander, Debadeepta Dey +10 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research