Riashat Islam
13 papers · 2017–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (14)
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(8)
👑
Triple Crown
⚡
Prolific Year
(5)
💎
Century Club
(13)
Conferences
ICML (5)
NIPS (4)
ICLR (3)
AISTATS (1)
Top co-authors
Keywords
representation learning
(4)
offline reinforcement learning
(2)
visual observation
(1)
robotic manipulation
(1)
variational inference
(1)
information bottleneck
(1)
self-supervised learning
(1)
flow matching
(1)
reinforcement learning from human feedback
(1)
model uncertainty
(1)
value function
(1)
protein design
(1)
compositional representation
(1)
convolutional neural network
(1)
acquisition function
(1)
feature collapse
(1)
goal-conditioned reinforcement learning
(1)
robust control
(1)
protein language model
(1)
bayesian deep learning
(1)
Papers
Learning Fused State Representations for Control from Multi-View Observations
ICML 2025
Learning Latent Dynamic Robust Representations for World Models
ICML 2024
EQA-MX: Embodied Question Answering using Multimodal Expression
ICLR 2024
PcLast: Discovering Plannable Continuous Latent States
ICML 2024
Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Generation
NIPS 2024
Behavior Prior Representation learning for Offline Reinforcement Learning
ICLR 2023
Understanding and Addressing the Pitfalls of Bisimulation-based Representations in Offline Reinforcement Learning
NIPS 2023
Ignorance is Bliss: Robust Control via Information Gating
NIPS 2023
Representation Learning in Deep RL via Discrete Information Bottleneck
AISTATS 2023
Principled Offline RL in the Presence of Rich Exogenous Information
ICML 2023
Discrete Compositional Representations as an Abstraction for Goal Conditioned Reinforcement Learning
NIPS 2022
InfoBot: Transfer and Exploration via the Information Bottleneck
ICLR 2019
Deep Bayesian Active Learning with Image Data
ICML 2017