Chaudhari, Shreyas

1. PersonaGym: Evaluating Persona Agents and LLMs
   2024/07/25 by Samuel, Vinay, Zou, Henry Peng, Zhou, Yue +6 · 17 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs
   2024/04/12 by Shreyas Chaudhari, Pranjal Aggarwal, Chaudhari, Shreyas +13 · 15 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
3. Off-Dynamics Reinforcement Learning: Training for Transfer with Domain Classifiers
   2020/06/24 by Eysenbach, Benjamin, Asawa, Swapnil, Chaudhari, Shreyas +2 · 7 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Robotics (cs.RO)
4. Learning Gradients of Convex Functions with Monotone Gradient Networks
   2023/01/25 by Chaudhari, Shreyas, Pranav, Srinivasa, Moura, José M. F. · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
5. Distributional Off-Policy Evaluation for Slate Recommendations
   2023/08/27 by Shreyas Chaudhari, Chaudhari, Shreyas, David Arbour +5 · 1 citation
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Recommender Systems and Techniques #Reinforcement Learning in Robotics
6. From Past to Future: Rethinking Eligibility Traces
   2023/12/20 by Gupta, Dhawal, Jordan, Scott M., Chaudhari, Shreyas +3 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. From RAGs to rich parameters: Probing how language models utilize external knowledge over parametric information for factual queries
   2024/06/18 by Wadhwa, Hitesh, Seetharaman, Rahul, Aggarwal, Somyaa +6 · 1 citation
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
8. Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis
   2024/10/01 by Ghosh, Reshmi, Seetharaman, Rahul, Wadhwa, Hitesh +6 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences