Vasan, Gautham

5 publications

NeurIPS 2024 Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers Gautham Vasan, Mohamed Elsayed, Alireza Azimi, Jiamin He, Fahim Shariar, Colin Bellinger, Martha White, A. Rupam Mahmood

NeurIPSW 2024 Deep Reinforcement Learning Without Experience Replay, Target Networks, or Batch Updates Mohamed Elsayed, Gautham Vasan, A. Rupam Mahmood

ICML 2023 Correcting Discount-Factor Mismatch in On-Policy Policy Gradient Methods Fengdi Che, Gautham Vasan, A. Rupam Mahmood

IJCAI 2019 Autoregressive Policies for Continuous Control Deep Reinforcement Learning Dmytro Korenkevych, A. Rupam Mahmood, Gautham Vasan, James Bergstra

CoRL 2018 Benchmarking Reinforcement Learning Algorithms on Real-World Robots A. Rupam Mahmood, Dmytro Korenkevych, Gautham Vasan, William Ma, James Bergstra