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Nat Wannawas β most-cited papers & profile Β· Reinforcement Learning
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overview
Nat Wannawas
6
papers Β·
8
citations
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Most-cited papers
Neuromuscular Reinforcement Learning to Actuate Human Limbs through FES
2022 Β· 7 citations
Towards AI-controlled FES-restoration of movements: Learning cycling stimulation pattern with reinforcement learning
2023 Β· 1 citations
Neuromechanics-based Deep Reinforcement Learning of Neurostimulation Control in FES cycling
2021
Towards AI-controlled FES-restoration of arm movements: neuromechanics-based reinforcement learning for 3-D reaching
2023
Towards AI-controlled FES-restoration of arm movements: Controlling for progressive muscular fatigue with Gaussian state-space models
2023
Physics-informed reinforcement learning via probabilistic co-adjustment functions
2023
Top co-authors
A. Aldo Faisal
Β· 5
A.Aldo Faisal
Β· 1
Ali Shafti
Β· 1
Mahendran Subramanian
Β· 1
Topics
Model-Based RL
Safe RL
Policy Gradient
Value-Based
RLHF & Alignment
Offline RL