Tom Schaul
- Learning to learn by gradient descent by gradient descent
2016/06/14 by Marcin Andrychowicz, Misha Denil, Andrychowicz, Marcin +14 · 6 voices · 50 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition #cs.LG #cs.NE
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1354 citations
#cs.CL #cs.AI
- Reinforcement Learning with Unsupervised Auxiliary Tasks
2016/11/16 by Max Jaderberg, Jaderberg, Max, Volodymyr Mnih +12 · 3 voices · 64 citations
Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research #Data Stream Mining Techniques
- FeUdal Networks for Hierarchical Reinforcement Learning
2017/03/03 by Alexander Sasha Vezhnevets, Vezhnevets, Alexander Sasha, Simon Osindero +11 · 2 voices · 48 citations
Computer Science · #cs.AI
- Open-Endedness is Essential for Artificial Superhuman Intelligence
2024/06/06 by Edward Hughes, Hughes, Edward, Michael J. Dennis +15 · 6 voices · 12 citations
Computer Science · Physics and Astronomy · #Computability, Logic, AI Algorithms #Space Science and Extraterrestrial Life #cs.AI #cs.LG
- Unifying Count-Based Exploration and Intrinsic Motivation
2016/06/06 by Marc G. Bellemare, Bellemare, Marc G., Sriram Srinivasan +10 · 1 voice · 42 citations
Computer Science · Economics, Econometrics and Finance · Mathematics · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Sports Analytics and Performance #cs.AI #cs.LG #stat.ML
- Dueling Network Architectures for Deep Reinforcement Learning
2015/11/20 by Ziyu Wang, Tom Schaul, Wang, Ziyu +9 · 167 citations
Computer Science · Engineering · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Autonomous Vehicle Technology and Safety
- Prioritized Experience Replay
2015/11/18 by Tom Schaul, John Quan, Schaul, Tom +5 · 145 citations
Neuroscience · Engineering · Computer Science · #Neural dynamics and brain function #Advanced Memory and Neural Computing #Reinforcement Learning in Robotics
- StarCraft II: A New Challenge for Reinforcement Learning
2017/08/16 by Oriol Vinyals, Timo Ewalds, Vinyals, Oriol +48 · 1 voice · 47 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Digital Games and Media #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #cs.AI #cs.LG
- Deep Q-learning from Demonstrations
2017/04/12 by Todd Hester, Matej Vecerik, Matej Vecerík +27 · 2 voices · 13 citations
Computer Science · Economics, Econometrics and Finance · #Reinforcement Learning in Robotics #Software Engineering Research #Sports Analytics and Performance #cs.AI #cs.LG
- Rainbow: Combining Improvements in Deep Reinforcement Learning
2017/10/06 by Matteo Hessel, Hessel, Matteo, Joseph Modayil +17 · 88 citations
Computer Science · #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Successor Features for Transfer in Reinforcement Learning
2016/06/16 by André Sales Barreto, Barreto, André, Will Dabney +11 · 30 citations
Computer Science · #Reinforcement Learning in Robotics #Adaptive Dynamic Programming Control #Evolutionary Algorithms and Applications
- Boundless Socratic Learning with Language Games
2024/11/25 by Tom Schaul, Schaul, Tom · 12 voices · 3 citations
Psychology · Social Sciences · #Education and Critical Thinking Development #Educational Assessment and Pedagogy #Innovative Teaching and Learning Methods #cs.AI #cs.CL
- Universal Successor Features Approximators
2018/12/18 by Diana Borsa, Borsa, Diana, André Barreto +13 · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
- Agency Is Frame-Dependent
2025/02/06 by David Abel, André Barreto, Abel, David +30 · 4 voices · 1 citation
Neuroscience · Psychology · #Action Observation and Synchronization #Embodied and Extended Cognition #Free Will and Agency #cs.AI
- The Phenomenon of Policy Churn
2022/06/01 by Tom Schaul, André Sales Barreto, Schaul, Tom +6 · 1 voice · 3 citations
Computer Science · #Reinforcement Learning in Robotics
- Measuring Intelligence through Games
2011/09/06 by Tom Schaul, Schaul, Tom, Julian Togelius +3 · 3 citations
Computer Science · #Artificial Intelligence in Games #Computability, Logic, AI Algorithms #Evolutionary Algorithms and Applications
- DataRater: Meta-Learned Dataset Curation
2025/05/23 by Dan A. Calian, Gregory Farquhar, Calian, Dan A. +21 · 3 voices · 4 citations
#stat.ML #cs.AI #cs.LG
- Discovering Attention-Based Genetic Algorithms via Meta-Black-Box Optimization
2023/04/08 by Robert Tjarko Lange, Tom Schaul, Lange, Robert Tjarko +11 · 2 citations
Computer Science · #Metaheuristic Optimization Algorithms Research #Evolutionary Algorithms and Applications #Advanced Multi-Objective Optimization Algorithms
- 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
- Building Machines that Learn and Think for Themselves: Commentary on Lake et al., Behavioral and Brain Sciences, 2017
2017/11/22 by Matthew Botvinick, David G. T. Barrett, Botvinick, M. +35 · 2 citations
Computer Science · #Reinforcement Learning in Robotics #Explainable Artificial Intelligence (XAI) #AI-based Problem Solving and Planning
- Policy Evaluation Networks
2020/02/26 by Jean Harb, Tom Schaul, Harb, Jean +5 · 1 citation
Computer Science · Engineering · #Reinforcement Learning in Robotics #Infrastructure Resilience and Vulnerability Analysis #Machine Learning and Algorithms
- Model-Value Inconsistency as a Signal for Epistemic Uncertainty
2021/12/08 by Angelos Filos, Filos, Angelos, Eszter Vértes +17 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
- When should agents explore?
2021/08/26 by Mîruna Pislar, Pîslar, Miruna, David Szepesvári +7 · 1 citation
Computer Science · Neuroscience · #68T05 #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Neural dynamics and brain function #Reinforcement Learning in Robotics
- AuPair: Golden Example Pairs for Code Repair
2025/02/12 by Aditi Mavalankar, Hassan Mansoor, Mavalankar, Aditi +7 · 1 voice · 2 citations
Computer Science · Materials Science · #Machine Learning and Algorithms #Machine Learning in Materials Science #Topic Modeling #cs.AI #cs.CL #cs.LG #cs.SE