de Witt, Christian Schroeder
- Perfectly Secure Steganography Using Minimum Entropy Coupling
2022/10/24 by Christian Schroeder de Witt, de Witt, Christian Schroeder, Samuel Sokota +7 · 3 voices · 7 citations
#cs.CR #cs.AI #cs.MM
- The StarCraft Multi-Agent Challenge
2019/02/11 by Mikayel Samvelyan, Samvelyan, Mikayel, Tabish Rashid +17 · 1 voice · 58 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #cs.LG #cs.MA #stat.ML
- Humanity's Last Exam
2025/01/24 by Long Phan, Alice Gatti, Phan, Long +2240 · 9 voices · 103 citations
#cs.LG #cs.AI #cs.CL
- Secret Collusion among AI Agents: Multi-Agent Deception via Steganography
2024/02/12 by Sumeet Ramesh Motwani, Sumeet Motwani, Mikhail Baranchuk +12 · 2 voices · 21 citations
Computer Science · #Computability, Logic, AI Algorithms
- QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning
2018/03/30 by Tabish Rashid, Rashid, Tabish, Mikayel Samvelyan +9 · 45 citations
Computer Science · Decision Sciences · #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Multiagent Systems (cs.MA) #Open Source Software Innovations #Reinforcement Learning in Robotics
- Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?
2020/11/18 by Christian Schroeder de Witt, de Witt, Christian Schroeder, Tarun Gupta +11 · 48 citations
Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics
- Multi-Agent Risks from Advanced AI
2025/02/19 by Lewis Hammond, Alan Chan, Hammond, Lewis +89 · 3 voices · 36 citations
Social Sciences · #Ethics and Social Impacts of AI #cs.AI #cs.CY #cs.ET #cs.LG #cs.MA
- JaxMARL: Multi-Agent RL Environments and Algorithms in JAX
2023/11/16 by Alexander R. Rutherford, Rutherford, Alexander, Benjamin J. Ellis +38 · 23 citations
Computer Science · Social Sciences · #Reinforcement Learning in Robotics #Artificial Intelligence in Games #Digital Games and Media
- Discovered Policy Optimisation
2022/10/11 by Lu, Chris, Kuba, Jakub Grudzien, Letcher, Alistair +3 · 17 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Foundational Challenges in Assuring Alignment and Safety of Large Language Models
2024/04/15 by Anwar, Usman, Saparov, Abulhair, Rando, Javier +39 · 21 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MALT: Improving Reasoning with Multi-Agent LLM Training
2024/12/02 by Motwani, Sumeet Ramesh, Smith, Chandler, Das, Rocktim Jyoti +6 · 15 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Open Challenges in Multi-Agent Security: Towards Secure Systems of Interacting AI Agents
2025/05/04 by de Witt, Christian Schroeder · 20 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- Hidden in Plain Text: Emergence & Mitigation of Steganographic Collusion in LLMs
2024/10/02 by Mathew, Yohan, Matthews, Ollie, McCarthy, Robert +4 · 10 citations
#Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Equivariant Networks for Zero-Shot Coordination
2022/10/21 by Darius Muglich, Christian Schroeder de Witt, Muglich, Darius +7 · 5 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling
- Efficient Dictionary Learning with Switch Sparse Autoencoders
2024/10/10 by Anish Mudide, Joshua Engels, Mudide, Anish +7 · 9 citations
Computer Science · #Speech and Audio Processing #Face and Expression Recognition #Advanced Data Compression Techniques
- Illusory Attacks: Information-Theoretic Detectability Matters in Adversarial Attacks
2022/07/20 by Tim Franzmeyer, Franzmeyer, Tim, João F. Henriques +10 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning
- REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites
2025/04/15 by Divyansh Garg, Shaun VanWeelden, Garg, Divyansh +33 · 12 citations
Computer Science · #Multi-Agent Systems and Negotiation #Web Data Mining and Analysis #Topic Modeling
- Near to Mid-term Risks and Opportunities of Open-Source Generative AI
2024/04/25 by Francisco Eiras, Eiras, Francisco, Aleksandar Petrov +45 · 2 voices · 4 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
- Model-Free Opponent Shaping
2022/05/03 by Lu, Chris, Willi, Timon, de Witt, Christian Schroeder +1 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- Mixture of Experts Made Intrinsically Interpretable
2025/03/05 by Xingyi Yang, Yang, Xingyi, Constantin Venhoff +11 · 1 voice · 7 citations
Computer Science · #Machine Learning and Algorithms #Neural Networks and Applications #cs.CL #cs.LG
- Multi-Agent Security Tax: Trading Off Security and Collaboration Capabilities in Multi-Agent Systems
2025/02/26 by Pierre Peigne-Lefebvre, Mikołaj Kniejski, Peigne-Lefebvre, Pierre +11 · 8 citations
Computer Science · Social Sciences · #Access Control and Trust #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Security and Verification in Computing
- Communicating via Markov Decision Processes
2021/07/17 by Sokota, Samuel, de Witt, Christian Schroeder, Igl, Maximilian +6 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- Mirror Learning: A Unifying Framework of Policy Optimisation
2022/01/07 by Kuba, Jakub Grudzien, de Witt, Christian Schroeder, Foerster, Jakob · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- IDs for AI Systems
2024/06/17 by Chan, Alan, Kolt, Noam, Wills, Peter +7 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Delta-Influence: Unlearning Poisons via Influence Functions
2024/11/20 by Li, Wenjie, Li, Jiawei, Zeng, Pengcheng +3 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- RainBench: Towards Global Precipitation Forecasting from Satellite Imagery
2020/12/17 by Christian Schroeder de Witt, Catherine Tong, de Witt, Christian Schroeder +13 · 1 citation
Earth and Planetary Sciences · Environmental Science · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Cryospheric studies and observations #FOS: Computer and information sciences #FOS: Physical sciences #Flood Risk Assessment and Management #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Precipitation Measurement and Analysis
- Rethinking Out-of-Distribution Detection for Reinforcement Learning: Advancing Methods for Evaluation and Detection
2024/04/10 by Linas Nasvytis, Kai Sandbrink, Nasvytis, Linas +7 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MAD-Sherlock: Multi-Agent Debate for Visual Misinformation Detection
2024/10/26 by Lakara, Kumud, Channing, Georgia, Rupprecht, Christian +4 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Revealing Robust Oil and Gas Company Macro-Strategies using Deep Multi-Agent Reinforcement Learning
2022/11/20 by Radovic, Dylan, Kruitwagen, Lucas, de Witt, Christian Schroeder +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Economics and business #General Economics (econ.GN) #Machine Learning (cs.LG)
- Comparative Global AI Regulation: Policy Perspectives from the EU, China, and the US
2024/10/05 by Jon Chun, Chun, Jon, Christian Schroeder de Witt +3 · 2 citations
Computer Science · Social Sciences · Business, Management and Accounting · #Law, AI, and Intellectual Property #Ethics and Social Impacts of AI #Intellectual Property and Patents
- Fundamental Limitations in Pointwise Defences of LLM Finetuning APIs
2025/02/20 by Davies, Xander, Winsor, Eric, Souly, Alexandra +4 · 2 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- PSyDUCK: Training-Free Steganography for Latent Diffusion
2025/01/31 by Aqib Mahfuz, Mahfuz, Aqib, Georgia Channing +9 · 2 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG)
- SAGE: Scalable Ground Truth Evaluations for Large Sparse Autoencoders
2024/10/09 by Constantin Venhoff, Venhoff, Constantin, Anisoara Calinescu +5 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Digital Media Forensic Detection #Adversarial Robustness in Machine Learning