Subbarao Kambhampati
- Beyond Semantics: The Unreasonable Effectiveness of Reasonless Intermediate Tokens
2025/05/19 by Karthik Valmeekam, Valmeekam, Karthik, Vardhan Palod +7 · 26 voices · 18 citations
#cs.LG #cs.AI
- Can large language models reason and plan?
2024/03/06 by Subbarao Kambhampati · 9 voices · 15 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Position: Stop Anthropomorphizing Intermediate Tokens as Reasoning/Thinking Traces!
2025/04/14 by Subbarao Kambhampati, Kambhampati, Subbarao, Karthik Valmeekam +16 · 17 voices · 14 citations
Computer Science · Psychology · #Intelligent Tutoring Systems and Adaptive Learning #Innovative Teaching and Learning Methods #Topic Modeling
- On the Planning Abilities of Large Language Models : A Critical Investigation
2023/05/25 by Karthik Valmeekam, Matthew Marquez, Valmeekam, Karthik +5 · 3 voices · 48 citations
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.AI #linguistics and terminology studies
- LLMs Still Can't Plan; Can LRMs? A Preliminary Evaluation of OpenAI's o1 on PlanBench
2024/09/20 by Karthik Valmeekam, Kaya Stechly, Valmeekam, Karthik +3 · 6 voices · 20 citations
#cs.AI #cs.CL
- PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change
2022/06/21 by Karthik Valmeekam, Valmeekam, Karthik, Marquez, Matthew +6 · 49 citations
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #linguistics and terminology studies
- Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning
2023/05/24 by Lin Guan, Karthik Valmeekam, Guan, Lin +5 · 26 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Chain of Thoughtlessness? An Analysis of CoT in Planning
2024/05/08 by Kaya Stechly, Karthik Valmeekam, Stechly, Kaya +3 · 23 citations
Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Educational Tools and Methods #FOS: Computer and information sciences #Innovative Teaching and Learning Methods
- On the Self-Verification Limitations of Large Language Models on Reasoning and Planning Tasks
2024/02/12 by Kaya Stechly, Karthik Valmeekam, Stechly, Kaya +3 · 18 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- GPT-4 Doesn't Know It's Wrong: An Analysis of Iterative Prompting for Reasoning Problems
2023/10/19 by Kaya Stechly, Matthew Marquez, Stechly, Kaya +3 · 7 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Twitter for Sparking a Movement, Reddit for Sharing the Moment: #metoo\n through the Lens of Social Media
2018/03/21 by Lydia Manikonda, Manikonda, Lydia, Ghazaleh Beigi +5 · 4 citations
Social Sciences · Computer Science · #Gender, Feminism, and Media #Hate Speech and Cyberbullying Detection #Social Media and Politics
- The Emerging Landscape of Explainable AI Planning and Decision Making
2020/02/26 by Tathagata Chakraborti, Sarath Sreedharan, Chakraborti, Tathagata +3 · 4 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Bayesian Modeling and Causal Inference #AI-based Problem Solving and Planning
- Explicability? Legibility? Predictability? Transparency? Privacy?\n Security? The Emerging Landscape of Interpretable Agent Behavior
2018/11/23 by Tathagata Chakraborti, Chakraborti, Tathagata, Anagha Kulkarni +8 · 3 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Multi-Agent Systems and Negotiation
- Task Success is not Enough: Investigating the Use of Video-Language Models as Behavior Critics for Catching Undesirable Agent Behaviors
2024/02/06 by Lin Guan, Yifan Zhou, Guan, Lin +9 · 4 citations
Neuroscience · #Psychology of Moral and Emotional Judgment
- Planning in Strawberry Fields: Evaluating and Improving the Planning and Scheduling Capabilities of LRM o1
2024/10/03 by Karthik Valmeekam, Valmeekam, Karthik, Kaya Stechly +5 · 1 voice · 4 citations
Engineering · #BIM and Construction Integration #cs.AI
- Widening the Pipeline in Human-Guided Reinforcement Learning with Explanation and Context-Aware Data Augmentation
2020/06/26 by Lin Guan, Mudit Verma, Guan, Lin +7 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics
- Plan Explicability and Predictability for Robot Task Planning
2015/11/25 by Yu Zhang, Sarath Sreedharan, Zhang, Yu +9 · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
- MTDeep: Boosting the Security of Deep Neural Nets Against Adversarial\n Attacks with Moving Target Defense
2017/05/19 by Sailik Sengupta, Sengupta, Sailik, Tathagata Chakraborti +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Science and Game Theory (cs.GT) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multi-agent Reinforcement Learning in Bayesian Stackelberg Markov Games for Adaptive Moving Target Defense
2020/07/20 by Sailik Sengupta, Sengupta, Sailik, Subbarao Kambhampati +1 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information and Cyber Security #Infrastructure Resilience and Vulnerability Analysis #Machine Learning (cs.LG) #Network Security and Intrusion Detection
- interwhen: A Generalizable Framework for Steering Reasoning Models with Test-time Verification
2026/02/05 by Vishak K Bhat, Prateek Chanda, Vijval Ekbote +6 · 2 voices
Computer Science · #cs.LO #cs.AI
- Not all users are the same: Providing personalized explanations for sequential decision making problems
2021/06/23 by Utkarsh Soni, Sarath Sreedharan, Soni, Utkarsh +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning and Data Classification
- Theory of Mind abilities of Large Language Models in Human-Robot Interaction : An Illusion?
2024/01/10 by Mudit Verma, Siddhant Bhambri, Subbarao Kambhampati · 1 voice
Computer Science · #cs.RO #cs.AI #cs.HC
- Algorithms for the Greater Good! On Mental Modeling and Acceptable\n Symbiosis in Human-AI Collaboration
2018/01/30 by Tathagata Chakraborti, Subbarao Kambhampati, Chakraborti, Tathagata +1 · 1 citation
Social Sciences · #Ethics and Social Impacts of AI #Innovation, Sustainability, Human-Machine Systems
- A State Augmentation based approach to Reinforcement Learning from Human Preferences
2023/02/17 by Mudit Verma, Subbarao Kambhampati, Verma, Mudit +1 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Analyzing User Activities, Demographics, Social Network Structure and User-Generated Content on Instagram
2014/10/29 by Lydia Manikonda, Yuheng Hu, Manikonda, Lydia +3 · 1 citation
Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Impact of Technology on Adolescents #Physics and Society (physics.soc-ph) #Social Media and Politics #Social and Information Networks (cs.SI)
- Who is Helping Whom? Analyzing Inter-dependencies to Evaluate Cooperation in Human-AI Teaming
2025/02/10 by Upasana Biswas, Biswas, Upasana, Palod, Vardhan +4 · 1 citation
Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Multiagent Systems (cs.MA)