Mohamed Elsayed
4 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 👑 Triple Crown
👥
Mega-Team
(32)
Conferences
CORL (1)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
deep reinforcement learning
(1)
reinforcement learning
(1)
online learning
(1)
robotic manipulation
(1)
policy gradient
(1)
autonomous driving
(1)
incremental learning
(1)
multi-agent learning
(1)
action value
(1)
incremental deep policy gradient
(1)
replay buffer
(1)
robotic manipulator
(1)
mobile robot
(1)
batch policy gradient
(1)
multi-agent simulation
(1)
behavior model
(1)
real robot learning
(1)
Papers
Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers
NIPS 2024
Addressing Loss of Plasticity and Catastrophic Forgetting in Continual Learning
ICLR 2024
Revisiting Scalable Hessian Diagonal Approximations for Applications in Reinforcement Learning
ICML 2024
SMARTS: An Open-Source Scalable Multi-Agent RL Training School for Autonomous Driving
CORL 2020