Pure Exploration in Episodic Fixed-Horizon Markov Decision Processes. - Sudeep Raja Putta; Theja Tulabandhula (AAMAS, 2017)

Efficient Reinforcement Learning via Initial Pure Exploration. - Sudeep Raja Putta; Theja Tulabandhula (CoRR, 2017)

Exponential Weights on the Hypercube in Polynomial Time. - Sudeep Raja Putta (CoRR, 2018)

Exponential Weights on the Hypercube in Polynomial Time. - Sudeep Raja Putta; Abhishek Shetty (AISTATS, 2019)

Scale-Free Adversarial Multi Armed Bandits. - Sudeep Raja Putta; Shipra Agrawal 001 (ALT, 2022)

Data Dependent Regret Bounds for Online Portfolio Selection with Predicted Returns. - Sudeep Raja Putta; Shipra Agrawal 001 (ALT, 2025)