Sam Devlin

1. Hyperagents
   2026/03/19 by Jenny Zhang, Bingchen Zhao, Wannan Yang +5 · 11 voices · 2 citations
   Computer Science · #cs.AI
2. Generalization in Reinforcement Learning with Selective Noise Injection\n and Information Bottleneck
   2019/10/28 by Maximilian Igl, Igl, Maximilian, Kamil Ciosek +11 · 11 citations
   Computer Science · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
3. "It's Unwieldy and It Takes a Lot of Time." Challenges and Opportunities\n for Creating Agents in Commercial Games
   2020/09/01 by Mikhail Jacob, Jacob, Mikhail, Sam Devlin +3 · 4 citations
   Computer Science · Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Digital Games and Media #Educational Games and Gamification #FOS: Computer and information sciences
4. Scaling Laws for Pre-training Agents and World Models
   2024/11/07 by Tim Pearce, Pearce, Tim, Tabish Rashid +9 · 1 voice · 8 citations
   #cs.LG #cs.AI
5. Visual Encoders for Data-Efficient Imitation Learning in Modern Video Games
   2023/12/04 by Lukas Schäfer, Schäfer, Lukas, Logan Jones +17 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
6. Evaluating the Robustness of Collaborative Agents
   2021/01/14 by P. A. Knott, Knott, Paul, Micah Carroll +11 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms
7. Adaptive Scaffolding in Block-Based Programming via Synthesizing New Tasks as Pop Quizzes
   2023/03/28 by Ahana Ghosh, Sebastian Tschiatschek, Ghosh, Ahana +5 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering Research #Software Engineering Techniques and Practices #Teaching and Learning Programming
8. Deterministic and Discriminative Imitation (D2-Imitation): Revisiting Adversarial Imitation for Sample Efficiency
   2021/12/11 by Mingfei Sun, Sun, Mingfei, Sam Devlin +5 · 1 citation
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Reinforcement Learning in Robotics #Robot Manipulation and Learning
9. You May Not Need Ratio Clipping in PPO
   2022/01/31 by Mingfei Sun, Vitaly Kurin, Sun, Mingfei +11 · 1 citation
   Computer Science · #Machine Learning and Algorithms #Advanced Multi-Objective Optimization Algorithms #Machine Learning and Data Classification
10. Adapting a World Model for Trajectory Following in a 3D Game
    2025/04/16 by Marko Tot, Tot, Marko, Shu Ishida +23 · 5 citations
    Engineering · Computer Science · #Human Motion and Animation #Reinforcement Learning in Robotics #Robot Manipulation and Learning