Shariq Iqbal
6 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Reinforcement Learning
(4)
Core AI
(4)
Methods
(4)
Machine Learning
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Natural Language Processing
(1)
Architectures
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
multi-agent reinforcement learning
(3)
multi-task learning
(1)
few-shot learning
(1)
hierarchical learning
(1)
attention mechanism
(1)
neural network optimization
(1)
hierarchical reinforcement learning
(1)
value function
(1)
gradient descent
(1)
counterfactual reasoning
(1)
supervised fine-tuning
(1)
agent coordination
(1)
affordance learning
(1)
policy decomposition
(1)
decentralized policy
(1)
centralized critic
(1)
modular policy
(1)
entity factorization
(1)
large language model
(1)
auxiliary objective
(1)
Papers
Training Language Models to Self-Correct via Reinforcement Learning
ICLR 2025
ALMA: Hierarchical Learning for Composite Multi-Agent Tasks
NeurIPS 2022
Possibility Before Utility: Learning And Using Hierarchical Affordances
ICLR 2022
Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning
ICML 2021
When MAML Can Adapt Fast and How to Assist When It Cannot
AISTATS 2021
Actor-Attention-Critic for Multi-Agent Reinforcement Learning
ICML 2019