Pearce, Tim
- Counter-Strike Deathmatch with Large-Scale Behavioural Cloning
2021/04/09 by Tim Pearce, Jun Zhu, Pearce, Tim +1 · 1 voice · 12 citations
Computer Science · Social Sciences · #Artificial Intelligence in Games #Advanced Malware Detection Techniques #Digital Games and Media
- Diffusion for World Modeling: Visual Details Matter in Atari
2024/05/20 by Eloi Alonso, Alonso, Eloi, Adam Jelley +11 · 1 voice · 62 citations
Computer Science · #Data Visualization and Analytics #Artificial Intelligence in Games
- Next-Latent Prediction Transformers Learn Compact World Models
2025/11/08 by Jayden Teoh, J. J. Teoh, Manan Tomar +18 · 4 voices · 3 citations
Computer Science · #cs.LG
- MineWorld: a Real-Time and Open-Source Interactive World Model on Minecraft
2025/04/11 by Ye Yang, Guo, Junliang, Tianyu He +10 · 20 citations
Computer Science · Social Sciences · #Data Management and Algorithms #Geographic Information Systems Studies #Web Data Mining and Analysis
- TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play
2023/02/15 by Fanqi Lin, Shi‐Yu Huang, Lin, Fanqi +7 · 5 citations
Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Sports Analytics and Performance
- Scaling Laws for Pre-training Agents and World Models
2024/11/07 by Tim Pearce, Pearce, Tim, Tabish Rashid +9 · 1 voice · 5 citations
#cs.LG #cs.AI
- Bayesian Inference with Anchored Ensembles of Neural Networks, and Application to Exploration in Reinforcement Learning
2018/05/29 by Tim Pearce, Nicolas Anastassacos, Pearce, Tim +5 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms
- Understanding Softmax Confidence and Uncertainty
2021/06/09 by Pearce, Tim, Brintrup, Alexandra, Zhu, Jun · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- What Do Latent Action Models Actually Learn?
2025/05/27 by Chuheng Zhang, Tim Pearce, Zhang, Chuheng +13 · 5 citations
Computer Science · #Human Pose and Action Recognition #Generative Adversarial Networks and Image Synthesis #Explainable Artificial Intelligence (XAI)