Michael Bowling
- The Hanabi challenge: A new frontier for AI research
2019/02/01 by Nolan Bard, Jakob Foerster, Jakob N. Foerster +14 · 4 voices · 54 citations
Computer Science · Decision Sciences · #Artificial Intelligence in Games #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research
- DeepStack: Expert-level artificial intelligence in heads-up no-limit poker
2017/01/06 by Matej Moravčík, Martin Schmid, Neil Burch +7 · 3 voices · 78 citations
Computer Science · Economics, Econometrics and Finance · Psychology · #Artificial Intelligence in Games #Sports Analytics and Performance #Gambling Behavior and Treatments
- The Alberta Plan for AI Research
2022/08/23 by Richard S. Sutton, Michael Bowling, Sutton, Richard S. +3 · 6 voices · 4 citations
#cs.AI #cs.LG
- Student of Games: A unified learning algorithm for both perfect and imperfect information games
2021/12/06 by Martin Schmid, Matej Moravčík, Matej Moravcik +12 · 1 voice · 4 citations
Computer Science · Social Sciences · #Artificial Intelligence in Games #Reinforcement Learning in Robotics #Digital Games and Media
- Revisiting the Arcade Learning Environment: Evaluation Protocols and\n Open Problems for General Agents
2017/09/18 by Marlos C. Machado, Machado, Marlos C., Marc G. Bellemare +9 · 26 citations
Computer Science · #Artificial Intelligence in Games #Data Stream Mining Techniques #Reinforcement Learning in Robotics
- Bayes' Bluff: Opponent Modelling in Poker
2012/07/04 by Finnegan Southey, Southey, Finnegan, Michael Bowling +11 · 18 citations
Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computer Science and Game Theory (cs.GT) #Data Visualization and Analytics #FOS: Computer and information sciences #Sports Analytics and Performance
- Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning
2018/11/04 by Jakob Foerster, Francis Song, Foerster, Jakob N. +13 · 10 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Immune Systems Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- TacticAI: an AI assistant for football tactics
2023/10/16 by Zhe Wang, Petar Veličković, Wang, Zhe +43 · 14 citations
Economics, Econometrics and Finance · Engineering · Medicine · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Sports Analytics and Performance #Sports Dynamics and Biomechanics #Sports Performance and Training
- Generalization and Regularization in DQN
2018/09/29 by Jesse Farebrother, Marlos C. Machado, Farebrother, Jesse +3 · 8 citations
Computer Science · #Adaptive Dynamic Programming Control #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
- Settling the Reward Hypothesis
2022/12/20 by Michael Bowling, Bowling, Michael, John D. Martin +5 · 7 citations
Arts and Humanities · #Philosophy and History of Science
- Dyna-Style Planning with Linear Function Approximation and Prioritized\n Sweeping
2012/06/13 by Richard S. Sutton, Csaba Szepesvári, Sutton, Richard S. +6 · 4 citations
Computer Science · Decision Sciences · #AI-based Problem Solving and Planning #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Formal Methods in Verification #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #Systems and Control (eess.SY) #electronic engineering #information engineering
- Agency Is Frame-Dependent
2025/02/06 by David Abel, Abel, David, André Barreto +30 · 4 voices · 1 citation
Neuroscience · Psychology · #Action Observation and Synchronization #Embodied and Extended Cognition #Free Will and Agency #cs.AI
- Actor-Critic Policy Optimization in Partially Observable Multiagent\n Environments
2018/10/21 by Sriram Srinivasan, Srinivasan, Sriram, Marc Lanctot +11 · 3 citations
Computer Science · Decision Sciences · Economics, Econometrics and Finance · #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) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Sports Analytics and Performance
- A Method for Evaluating Hyperparameter Sensitivity in Reinforcement Learning
2024/12/10 by Jacob Adkins, Michael Bowling, Adkins, Jacob +3 · 1 voice · 5 citations
Computer Science · #Evolutionary Algorithms and Applications #cs.AI #cs.LG
- Monitored Markov Decision Processes
2024/02/09 by Simone Parisi, Montaser Mohammedalamen, Parisi, Simone +7 · 3 citations
Business, Management and Accounting · Decision Sciences · #Business Process Modeling and Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Simulation Techniques and Applications
- Plasticity as the Mirror of Empowerment
2025/05/15 by David Abel, Abel, David, Michael Bowling +30 · 3 voices · 3 citations
Neuroscience · Psychology · #cs.AI #cs.LG
- Beyond Optimism: Exploration With Partially Observable Rewards
2024/06/20 by Simone Parisi, Alireza Kazemipour, Parisi, Simone +3 · 3 citations
Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
- Learning Purposeful Behaviour in the Absence of Rewards
2016/05/25 by Marlos C. Machado, Machado, Marlos C., Michael Bowling +1 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- On the Interplay Between Sparsity and Training in Deep Reinforcement Learning
2025/01/28 by Fatima Davelouis, John D. Martin, Davelouis, Fatima +3 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Rethinking the Foundations for Continual Reinforcement Learning
2025/04/10 by Esraa Elelimy, David Szepesvari, Elelimy, Esraa +5 · 2 voices · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG