Tabish Rashid
10 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (7) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (4)
🌍
Conference Polyglot
(5)
🏃
Academic Marathon
(7)
🐝
Cross-Pollinator
(4)
🏆
Grand Slam
🏆
Keyword Champion
(3)
💎
Century Club
(10)
Conferences
NIPS (4)
ICLR (2)
ICML (2)
AAAI (1)
JMLR (1)
Top co-authors
Keywords
multi-agent reinforcement learning
(5)
value function factorization
(3)
decentralized policy
(2)
centralized training
(2)
off-policy learning
(1)
temporal abstraction
(1)
information gain
(1)
monotonic optimization
(1)
cooperative multi-agent
(1)
cooperative game
(1)
deep deterministic policy gradient
(1)
value-based method
(1)
starcraft ii
(1)
hierarchical control
(1)
softmax operator
(1)
multi-agent q-learning
(1)
hierarchical policy
(1)
monotonic value function
(1)
decentralized execution
(1)
multi-agent evaluation
(1)
Papers
Scaling Laws for Pre-training Agents and World Models
ICML 2025
Imitating Human Behaviour with Diffusion Models
ICLR 2023
Regularized Softmax Deep Multi-Agent Q-Learning
NIPS 2021
FACMAC: Factored Multi-Agent Centralised Policy Gradients
NIPS 2021
Estimating α-Rank by Maximizing Information Gain
AAAI 2021
Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning
JMLR 2020
Weighted QMIX: Expanding Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning
NIPS 2020
Optimistic Exploration even with a Pessimistic Initialisation
ICLR 2020
MAVEN: Multi-Agent Variational Exploration
NIPS 2019
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning
ICML 2018