Samin Yeasar Arnob

According to our database, Samin Yeasar Arnob authored at least 6 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Representation Learning in Deep RL via Discrete Information Bottleneck.

Riashat Islam, Hongyu Zang, Manan Tomar, Aniket Didolkar, Md Mofijul Islam, Samin Yeasar Arnob, Tariq Iqbal, Xin Li, Anirudh Goyal, Nicolas Heess, Alex Lamb

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Offline Policy Optimization in RL with Variance Regularizaton.

Riashat Islam, Samarth Sinha, Homanga Bharadhwaj, Samin Yeasar Arnob, Zhuoran Yang, Animesh Garg, Zhaoran Wang, Lihong Li, Doina Precup

CoRR, 2022

2021

Single-Shot Pruning for Offline Reinforcement Learning.

Samin Yeasar Arnob, Riyasat Ohib, Sergey M. Plis, Doina Precup

CoRR, 2021

Importance of Empirical Sample Complexity Analysis for Offline Reinforcement Learning.

Samin Yeasar Arnob, Riashat Islam, Doina Precup

CoRR, 2021

2020

Off-Policy Adversarial Inverse Reinforcement Learning.

Samin Yeasar Arnob

CoRR, 2020

2019

Doubly Robust Off-Policy Actor-Critic Algorithms for Reinforcement Learning.

Riashat Islam, Raihan Seraj, Samin Yeasar Arnob, Doina Precup

CoRR, 2019