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Deep Reinforcement Learning with Spiking Q-learning

v1v2v3 (latest)

Deep Reinforcement Learning with Spiking Q-learning

21 January 2022

Yonghong Tian

ArXiv (abs)PDF HTML

Papers citing "Deep Reinforcement Learning with Spiking Q-learning"

13 / 13 papers shown

Adaptive Surrogate Gradients for Sequential Reinforcement Learning in Spiking Neural Networks

Adaptive Surrogate Gradients for Sequential Reinforcement Learning in Spiking Neural Networks

Korneel Van den Berghe

Stein Stroobants

Vijay Janapa Reddi

G.C.H.E. de Croon

140

0

0

28 Oct 2025

Hardware-Aware Fine-Tuning of Spiking Q-Networks on the SpiNNaker2 Neuromorphic Platform

Hardware-Aware Fine-Tuning of Spiking Q-Networks on the SpiNNaker2 Neuromorphic Platform

Bernhard Vogginger

144

0

0

31 Jul 2025

Proxy Target: Bridging the Gap Between Discrete Spiking Neural Networks and Continuous Control

Proxy Target: Bridging the Gap Between Discrete Spiking Neural Networks and Continuous Control

332

5

0

30 May 2025

Scalable Multi-Task Learning through Spiking Neural Networks with Adaptive Task-Switching Policy for Intelligent Autonomous Agents

Scalable Multi-Task Learning through Spiking Neural Networks with Adaptive Task-Switching Policy for Intelligent Autonomous Agents

Avaneesh Devkota

Rachmad Vidya Wicaksana Putra

317

1

0

18 Apr 2025

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake Robots

SpikingSoft: A Spiking Neuron Controller for Bio-inspired Locomotion with Soft Snake RobotsInternational Conference on Soft Robotics (RoboSoft), 2025

Cosimo Della Santina

469

1

0

31 Jan 2025

Direct Training High-Performance Deep Spiking Neural Networks: A Review
of Theories and Methods

Direct Training High-Performance Deep Spiking Neural Networks: A Review of Theories and MethodsFrontiers in Neuroscience (Front. Neurosci.), 2024

Yonghong Tian

437

61

0

06 May 2024

GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL

GRSN: Gated Recurrent Spiking Neurons for POMDPs and MARL

Rui Yan

245

3

0

24 Apr 2024

SpikingJelly: An open-source machine learning infrastructure platform
for spike-based intelligence

SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligenceScience Advances (Sci Adv), 2023

Yonghong Tian

378

433

0

25 Oct 2023

Energy-Efficient Visual Search by Eye Movement and Low-Latency Spiking
Neural Network

Energy-Efficient Visual Search by Eye Movement and Low-Latency Spiking Neural Network

179

0

0

10 Oct 2023

Multi-compartment Neuron and Population Encoding Powered Spiking Neural Network for Deep Distributional Reinforcement Learning

Multi-compartment Neuron and Population Encoding Powered Spiking Neural Network for Deep Distributional Reinforcement LearningNeural Networks (Neural Netw.), 2023

Feifei Zhao

219

6

0

18 Jan 2023

Tuning Synaptic Connections instead of Weights by Genetic Algorithm in
Spiking Policy Network

Tuning Synaptic Connections instead of Weights by Genetic Algorithm in Spiking Policy NetworkMachine Intelligence Research (MIR), 2022

932

5

0

29 Dec 2022

A Low Latency Adaptive Coding Spiking Framework for Deep Reinforcement
Learning

A Low Latency Adaptive Coding Spiking Framework for Deep Reinforcement LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2022

Rui Yan

219

10

0

21 Nov 2022

Solving the Spike Feature Information Vanishing Problem in Spiking Deep
Q Network with Potential Based Normalization

Solving the Spike Feature Information Vanishing Problem in Spiking Deep Q Network with Potential Based NormalizationFrontiers in Neuroscience (Front. Neurosci.), 2022

Yi Zeng

184

21

0

08 Jun 2022

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