Benjamin Ellis
6 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14) 👥 Mega-Team (21)
📈
Trend Setter
Conferences
NIPS (3)
ICLR (2)
ICML (1)
Top co-authors
Keywords
multi-agent reinforcement learning
(2)
reinforcement learning
(1)
procedural generation
(1)
partial observability
(1)
cooperative learning
(1)
cooperative multi-agent
(1)
gpu acceleration
(1)
target network
(1)
environment simulation
(1)
parallel training
(1)
neural network optimizer
(1)
gradient magnitude
(1)
nonstationary learning
(1)
starcraft multi-agent challenge
(1)
learning rate annealing
(1)
Papers
OvercookedV2: Rethinking Overcooked for Zero-Shot Coordination
ICLR 2025
Simplifying Deep Temporal Difference Learning
ICLR 2025
JaxMARL: Multi-Agent RL Environments and Algorithms in JAX
NIPS 2024
Adam on Local Time: Addressing Nonstationarity in RL with Relative Adam Timesteps
NIPS 2024
Craftax: A Lightning-Fast Benchmark for Open-Ended Reinforcement Learning
ICML 2024
SMACv2: An Improved Benchmark for Cooperative Multi-Agent Reinforcement Learning
NIPS 2023