Balaraman Ravindran
- EPOpt: Learning Robust Neural Network Policies Using Model Ensembles
2016/10/05 by Aravind Rajeswaran, Sarvjeet Ghotra, Rajeswaran, Aravind +5 · 30 citations
Computer Science · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
- International AI Safety Report
2025/01/29 by Yoshua Bengio, Bengio, Yoshua, Sören Mindermann +180 · 17 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning to Repeat: Fine Grained Action Repetition for Deep\n Reinforcement Learning
2017/02/20 by Sahil Sharma, Sharma, Sahil, Balaraman Ravindran +3 · 4 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
- EMPIR: Ensembles of Mixed Precision Deep Networks for Increased Robustness against Adversarial Attacks
2020/04/21 by Sanchari Sen, Sen, Sanchari, Balaraman Ravindran +3 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Nuclear Materials and Properties
- Successor Options: An Option Discovery Framework for Reinforcement\n Learning
2019/05/14 by R. Ramesh, Ramesh, Rahul, Manan Tomar +3 · 2 citations
Computer Science · Decision Sciences · #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research #Auction Theory and Applications
- MABL: Bi-Level Latent-Variable World Model for Sample-Efficient Multi-Agent Reinforcement Learning
2023/04/12 by Aravind Venugopal, Venugopal, Aravind, Stephanie Milani +5 · 3 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics #Topic Modeling
- Correlational Neural Networks
2015/04/27 by Sarath Chandar, Chandar, Sarath, Mitesh M. Khapra +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
- Language Models can Subtly Deceive Without Lying: A Case Study on Strategic Phrasing in Legislation
2024/05/07 by Atharvan Dogra, Dogra, Atharvan, Ameet Deshpande +11 · 4 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Law, AI, and Intellectual Property
- ExTra: Transfer-guided Exploration
2019/06/27 by Anirban Santara, Rishabh Madan, Santara, Anirban +5 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
- Participatory Approaches in AI Development and Governance: A Principled Approach
2024/06/03 by Ambreesh Parthasarathy, Parthasarathy, Ambreesh, Aditya Phalnikar +9 · 2 citations
Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
- Hypergraph Clustering: A Modularity Maximization Approach
2018/12/28 by Tarun Kumar, Sankaran Vaidyanathan, Kumar, Tarun +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Clustering Algorithms Research #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
- International AI Safety Report 2025: First Key Update: Capabilities and Risk Implications
2025/10/15 by Yoshua Bengio, Bengio, Yoshua, Stephen Clare +134 · 1 citation
Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences
- KANEx: Translating Kolmogorov-Arnold Networks' Interpretability to Medical Explainability
2026/07/27 by Krithi Shailya, Ananya Lakshmi Ravi, Venkatanathan K. V. +4
#cs.CV #cs.AI