Samin Yeasar Arnob

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Inverse Reinforcement Learning

Preference Elicitation

Top Venues

Publications

Riashat Islam, Hongyu Zang, Manan Tomar, Aniket Didolkar, Md Mofijul Islam, Samin Yeasar Arnob, Tariq Iqbal, Xin Li, Anirudh Goyal, Nicolas Heess, Alex Lamb
Representation Learning in Deep RL via Discrete Information Bottleneck. AISTATS (2023)
Riashat Islam, Samarth Sinha, Homanga Bharadhwaj, Samin Yeasar Arnob, Zhuoran Yang, Animesh Garg, Zhaoran Wang, Lihong Li, Doina Precup
Offline Policy Optimization in RL with Variance Regularizaton. CoRR (2022)
Riashat Islam, Hongyu Zang, Manan Tomar, Aniket Didolkar, Md Mofijul Islam, Samin Yeasar Arnob, Tariq Iqbal, Xin Li, Anirudh Goyal, Nicolas Heess, Alex Lamb
Representation Learning in Deep RL via Discrete Information Bottleneck. CoRR (2022)
Samin Yeasar Arnob, Riyasat Ohib, Sergey M. Plis, Doina Precup
Single-Shot Pruning for Offline Reinforcement Learning. CoRR (2021)
Samin Yeasar Arnob, Riashat Islam, Doina Precup
Importance of Empirical Sample Complexity Analysis for Offline Reinforcement Learning. CoRR (2021)
Samin Yeasar Arnob
Off-Policy Adversarial Inverse Reinforcement Learning. CoRR (2020)
Riashat Islam, Raihan Seraj, Samin Yeasar Arnob, Doina Precup
Doubly Robust Off-Policy Actor-Critic Algorithms for Reinforcement Learning. CoRR (2019)