Krishnamurthy, Akshay

Contextual Decision Processes with low Bellman rank are PAC-Learnable

Jiang, N., Krishnamurthy, A., Agarwal, A., Langford, J., & Schapire, R. E. (2016) · arXiv

Reinforcement Learning in RoboticsAdvanced Bandit Algorithms Research

Cited by 144

PAC Reinforcement Learning with Rich Observations

Krishnamurthy, A., Agarwal, A., & Langford, J. (2016) · arXiv

Reinforcement Learning in RoboticsAdvanced Bandit Algorithms Research

Cited by 13

Self-Improvement in Language Models: The Sharpening Mechanism

Huang, A., Block, A., Foster, D. J., Rohatgi, D., Zhang, C., Simchowitz, M., Ash, J. T., & Krishnamurthy, A. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 2

Guaranteed Discovery of Control-Endogenous Latent States with Multi-Step Inverse Models

Lamb, A., Islam, R., Efroni, Y., Didolkar, A., Misra, D., Foster, D., Molu, L., Chari, R., Krishnamurthy, A., & Langford, J. (2022) · arXiv

Reinforcement Learning in RoboticsAI-based Problem Solving and Planning

Cited by 1