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Riashat Islam

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

10

Venues

4

Active years

2017–2025

Best venue rank

A*

Where they publish

Papers

10 indexed papers, newest first.

YearVenueTitleAuthors
2025ICMLLearning Fused State Representations for Control from Multi-View Observations.Zeyu Wang, Yao-Hui Li, Xin Li, Hongyu Zang, Romain Laroche, Riashat Islam
2024ICLREQA-MX: Embodied Question Answering using Multimodal Expression.Md Mofijul Islam, Alexi Gladstone, Riashat Islam, Tariq Iqbal
2024ICMLPcLast: Discovering Plannable Continuous Latent States.Anurag Koul, Shivakanth Sujit, Shaoru Chen, Ben Evans, Lili Wu, Byron Xu, Rajan Chari, Riashat Islam, Raihan Seraj, Yonathan Efroni, Lekan P. Molu, Miroslav Dudk, John Langford, Alex Lamb
2024ICMLLearning Latent Dynamic Robust Representations for World Models.Ruixiang Sun, Hongyu Zang, Xin Li, Riashat Islam
2023AISTATSRepresentation 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
2023ICLRBehavior Prior Representation learning for Offline Reinforcement Learning.Hongyu Zang, Xin Li, Jie Yu, Chen Liu, Riashat Islam, Remi Tachet des Combes, Romain Laroche
2023ICMLPrincipled Offline RL in the Presence of Rich Exogenous Information.Riashat Islam, Manan Tomar, Alex Lamb, Yonathan Efroni, Hongyu Zang, Aniket Rajiv Didolkar, Dipendra Misra, Xin Li, Harm van Seijen, Remi Tachet des Combes, John Langford
2019ICLRInfoBot: Transfer and Exploration via the Information Bottleneck.Anirudh Goyal, Riashat Islam, Daniel Strouse, Zafarali Ahmed, Hugo Larochelle, Matthew M. Botvinick, Yoshua Bengio, Sergey Levine
2018AAAIDeep Reinforcement Learning That Matters.Peter Henderson, Riashat Islam, Philip Bachman, Joelle Pineau, Doina Precup, David Meger
2017ICMLDeep Bayesian Active Learning with Image Data.Yarin Gal, Riashat Islam, Zoubin Ghahramani