Shariq Iqbal

Publications by Year

Research Areas

Reinforcement Learning in Robotics, Domain Adaptation and Few-Shot Learning, Artificial Intelligence in Games, Natural Language Processing Techniques, Robot Manipulation and Learning

Most-Cited Works

• → Actor-Attention-Critic for Multi-Agent Reinforcement Learning(2018)289 cited
• → Faster sorting algorithms discovered using deep reinforcement learning(2023)151 cited
• → Wearable Eye-tracking for Research: Automated dynamic gaze mapping and accuracy/precision comparisons across devices(2018)78 cited
• → Coordinated Exploration via Intrinsic Rewards for Multi-Agent Reinforcement Learning(2019)34 cited
• → A domain-agnostic approach for characterization of lifelong learning systems(2023)16 cited
• AI-QMIX: Attention and Imagination for Dynamic Multi-Agent Reinforcement Learning(2020)
• → Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning(2020)15 cited
• When MAML Can Adapt Fast and How to Assist When It Cannot(2021)
• → Latent goal models for dynamic strategic interaction(2019)11 cited