Tabish Rashid
10 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze
π
Grand Slam
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Reinforcement Learning
(7)
Methods
(7)
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Learning Types Β· Machine Learning
(4)
Applications
(3)
Deep Learning
(2)
Mathematics & Optimization
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Learning Types Β· Deep Learning
(1)
Mathematics
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
multi-agent reinforcement learning
(5)
value function factorization
(3)
decentralized policy
(2)
centralized training
(2)
bayesian inference
(1)
policy learning
(1)
reinforcement learning
(1)
optimistic exploration
(1)
game theory
(1)
temporal abstraction
(1)
intrinsic motivation
(1)
diffusion model
(1)
multimodal distribution
(1)
information gain
(1)
world model
(1)
off-policy learning
(1)
monotonic optimization
(1)
cooperative multi-agent
(1)
cooperative game
(1)
scaling law
(1)
Papers
Scaling Laws for Pre-training Agents and World Models
ICML 2025
Imitating Human Behaviour with Diffusion Models
ICLR 2023
Estimating Ξ±-Rank by Maximizing Information Gain
AAAI 2021
FACMAC: Factored Multi-Agent Centralised Policy Gradients
NeurIPS 2021
Regularized Softmax Deep Multi-Agent Q-Learning
NeurIPS 2021
Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning
JMLR 2020
Optimistic Exploration even with a Pessimistic Initialisation
ICLR 2020
Weighted QMIX: Expanding Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning
NeurIPS 2020
MAVEN: Multi-Agent Variational Exploration
NeurIPS 2019
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning
ICML 2018