Tim Rocktäschel
- Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
2020/05/22 by Patrick Lewis, Ethan Perez, Lewis, Patrick +21 · 10 voices · 2021 citations
#cs.CL #cs.LG
- Genie: Generative Interactive Environments
2024/02/23 by Jake Bruce, Michael J. Dennis, Bruce, Jake +50 · 11 voices · 159 citations
Social Sciences · #Digital Games and Media
- Procedural Knowledge in Pretraining Drives Reasoning in Large Language Models
2024/11/19 by Laura Ruis, Ruis, Laura, Maximilian Mozes +18 · 24 voices · 10 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
- Programming with a Differentiable Forth Interpreter
2016/05/21 by Matko Bošnjak, Bošnjak, Matko, Tim Rocktäschel +5 · 3 voices · 2 citations
#cs.NE #cs.AI #cs.LG
- Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution
2023/09/28 by Chrisantha Fernando, Fernando, Chrisantha, Dylan Banarse +7 · 5 voices · 101 citations
Computer Science · #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG #cs.NE
- Open-Endedness is Essential for Artificial Superhuman Intelligence
2024/06/06 by Edward Hughes, Michael J. Dennis, Michael Dennis +15 · 6 voices · 24 citations
Computer Science · Physics and Astronomy · #Computability, Logic, AI Algorithms #Space Science and Extraterrestrial Life #cs.AI #cs.LG
- Language Models as Knowledge Bases?
2019/09/03 by Fabio Petroni, Petroni, Fabio, Tim Rocktäschel +11 · 143 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- TICKing All the Boxes: Generated Checklists Improve LLM Evaluation and Generation
2024/10/04 by Jonathan Cook, Cook, Jonathan, Tim Rocktäschel +7 · 1 voice · 17 citations
Computer Science · #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.HC #cs.LG
- e-SNLI: Natural Language Inference with Natural Language Explanations
2018/12/04 by Oana-Maria Camburu, Camburu, Oana-Maria, Tim Rocktäschel +5 · 45 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Debating with More Persuasive LLMs Leads to More Truthful Answers
2024/02/09 by Akbir Khan, John Hughes, Khan, Akbir +17 · 66 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Legal Education and Practice Innovations
- Learning to Speak and Act in a Fantasy Text Adventure Game
2019/03/07 by Jack Urbanek, Urbanek, Jack, Angela Fan +17 · 1 voice · 8 citations
#cs.CL #cs.AI
- BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games
2024/11/20 by Davide Paglieri, Bartłomiej Cupiał, Paglieri, Davide +25 · 4 voices · 42 citations
Computer Science · #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies #cs.AI
- The NetHack Learning Environment
2020/06/24 by Heinrich Küttler, Nantas Nardelli, Küttler, Heinrich +11 · 23 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
- Human-Timescale Adaptation in an Open-Ended Task Space
2023/01/18 by Adaptive Agent Team, Jakob Bauer, Kate Baumli +55 · 3 voices · 18 citations
Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques
- Rainbow Teaming: Open-Ended Generation of Diverse Adversarial Prompts
2024/02/26 by Mikayel Samvelyan, Samvelyan, Mikayel, Sharath Chandra Raparthy +21 · 41 citations
Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence in Games #Information and Cyber Security
- JaxMARL: Multi-Agent RL Environments and Algorithms in JAX
2023/11/16 by Alexander R. Rutherford, Rutherford, Alexander, Benjamin J. Ellis +38 · 30 citations
Computer Science · Social Sciences · #Reinforcement Learning in Robotics #Artificial Intelligence in Games #Digital Games and Media
- RIDE: Rewarding Impact-Driven Exploration for Procedurally-Generated Environments
2020/02/27 by Roberta Răileanu, Tim Rocktäschel, Raileanu, Roberta +1 · 14 citations
Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Scientific Computing and Data Management #Simulation Techniques and Applications #Smart Grid Energy Management
- Replay-Guided Adversarial Environment Design
2021/10/06 by Minqi Jiang, Jiang, Minqi, Michael D. Dennis +9 · 16 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
- Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks
2023/11/21 by Samyak Jain, Robert Kirk, Jain, Samyak +13 · 17 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Topic Modeling #Adversarial Robustness in Machine Learning
- Reasoning about Entailment with Neural Attention
2015/09/22 by Tim Rocktäschel, Rocktäschel, Tim, Edward Grefenstette +7 · 13 citations
Computer Science · #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.6 #I.2.7 #Machine Learning (cs.LG) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Text Readability and Simplification #Topic Modeling
- Learning Python Code Suggestion with a Sparse Pointer Network
2016/11/24 by Avishkar Bhoopchand, Tim Rocktäschel, Bhoopchand, Avishkar +5 · 12 citations
Computer Science · #Software Engineering Research #Topic Modeling #Natural Language Processing Techniques
- Exploration via Elliptical Episodic Bonuses
2022/10/11 by Mikael Henaff, Roberta Răileanu, Henaff, Mikael +5 · 10 citations
Computer Science · Decision Sciences · Social Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Evolutionary Game Theory and Cooperation #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Efficient Planning in a Compact Latent Action Space
2022/08/22 by Zheng‐Yao Jiang, Jiang, Zhengyao, Tianjun Zhang +11 · 7 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robot Manipulation and Learning
- NLProlog: Reasoning with Weak Unification for Question Answering in\n Natural Language
2019/06/14 by Leon Weber, Weber, Leon, Pasquale Minervini +7 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Generating Natural Language Inference Chains
2016/06/04 by Vladyslav Kolesnyk, Kolesnyk, Vladyslav, Tim Rocktäschel +3 · 1 voice · 3 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL #cs.NE
- How Context Affects Language Models' Factual Predictions
2020/05/10 by Fabio Petroni, Patrick Lewis, Petroni, Fabio +11 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- MAESTRO: Open-Ended Environment Design for Multi-Agent Reinforcement Learning
2023/03/06 by Mikayel Samvelyan, Samvelyan, Mikayel, Akbir Khan +13 · 3 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
- Learning Reasoning Strategies in End-to-End Differentiable Proving
2020/07/13 by Pasquale Minervini, Sebastian Riedel, Minervini, Pasquale +7 · 2 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Symbolic Computation (cs.SC)
- Scaling Opponent Shaping to High Dimensional Games
2023/12/19 by Akbir Khan, Timon Willi, Khan, Akbir +13 · 3 citations
Computer Science · Economics, Econometrics and Finance · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Mental Health Research Topics #Sports Analytics and Performance #Time Series Analysis and Forecasting
- RTFM: Generalising to Novel Environment Dynamics via Reading
2019/10/18 by Victor W. Zhong, Tim Rocktäschel, Zhong, Victor +3 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling
- Towards Neural Theorem Proving at Scale
2018/07/21 by Pasquale Minervini, Minervini, Pasquale, Matko Bošnjak +5 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
- TreeQN and ATreeC: Differentiable Tree-Structured Models for Deep\n Reinforcement Learning
2017/10/31 by Gregory Farquhar, Farquhar, Gregory, Tim Rocktäschel +5 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
- Generating Interactive Worlds with Text
2019/11/20 by Angela Fan, Fan, Angela, Jack Urbanek +19 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #Digital Games and Media #FOS: Computer and information sciences #Machine Learning (cs.LG) #Video Analysis and Summarization
- General Intelligence Requires Rethinking Exploration
2022/11/15 by Minqi Jiang, Jiang, Minqi, Tim Rocktäschel +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
- Outliers and Calibration Sets have Diminishing Effect on Quantization of Modern LLMs
2024/05/31 by Davide Paglieri, Saurabh Dash, Paglieri, Davide +5 · 2 citations
Engineering · #Fault Detection and Control Systems #Industrial Vision Systems and Defect Detection
- Improving Policy Learning via Language Dynamics Distillation
2022/09/30 by Victor W. Zhong, Jesse Mu, Zhong, Victor +7 · 1 citation
Computer Science · #Topic Modeling
- Learning General World Models in a Handful of Reward-Free Deployments
2022/10/23 by Yingchen Xu, Xu, Yingchen, Jack Parker-Holder +13 · 1 citation
Computer Science · #Age of Information Optimization #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Preference-Based Alignment of Discrete Diffusion Models
2025/03/11 by Umberto Borso, Borso, Umberto, Davide Paglieri +5 · 3 citations
Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Reinforcement Learning in Robotics