Nat Wannawas

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Temporal Difference

Perceptual Aliasing

Top Venues

Publications

Nat Wannawas, Clara Diaz-Pintado, Jyotindra Narayan, A. Aldo Faisal
Controlling FES of arm movements using physics-informed reinforcement learning via co-kriging adjustment. ICRA (2024)
Nat Wannawas, A. Aldo Faisal
Towards AI-controlled FES-restoration of arm movements: neuromechanics-based reinforcement learning for 3-D reaching. CoRR (2023)
Nat Wannawas, A. Aldo Faisal
Physics-informed reinforcement learning via probabilistic co-adjustment functions. CoRR (2023)
Nat Wannawas, A. Aldo Faisal
Towards AI-controlled FES-restoration of arm movements: Controlling for progressive muscular fatigue with Gaussian state-space models. CoRR (2023)
Nat Wannawas, A. Aldo Faisal
Towards AI-controlled FES-restoration of movements: Learning cycling stimulation pattern with reinforcement learning. CoRR (2023)
Nat Wannawas, A. Aldo Faisal
Towards AI-Controlled Movement Restoration: Learning FES-Cycling Stimulation with Reinforcement Learning. ICORR (2023)
Nat Wannawas, A. Aldo Faisal
Towards AI-Controlled FES-Restoration of Arm Movements: Controlling for Progressive Muscular Fatigue with Gaussian State-Space Models. NER (2023)
Nat Wannawas, A. Aldo Faisal
Towards AI-controlled FES-restoration of arm movements: neuromechanics-based reinforcement learning for 3-D reaching. NER (2023)
Nat Wannawas, Ali Shafti, A. Aldo Faisal
Neuromuscular Reinforcement Learning to Actuate Human Limbs through FES. CoRR (2022)
Nat Wannawas, Ali Shafti, A. Aldo Faisal
I am Robot: Neuromuscular Reinforcement Learning to Actuate Human Limbs through Functional Electrical Stimulation. CoRR (2021)
Nat Wannawas, Mahendran Subramanian, A. Aldo Faisal
Neuromechanics-based Deep Reinforcement Learning of Neurostimulation Control in FES cycling. CoRR (2021)
Nat Wannawas, Mahendran Subramanian, A. Aldo Faisal
Neuromechanics-based Deep Reinforcement Learning of Neurostimulation Control in FES cycling. NER (2021)