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Publication search results
found 21 matches
- 2024
- Eduardo Pignatelli, Johan Ferret, Matthieu Geist, Thomas Mesnard, Hado van Hasselt, Laura Toni:
A Survey of Temporal Credit Assignment in Deep Reinforcement Learning. Trans. Mach. Learn. Res. 2024 (2024) - Lang Qin, Ziming Wang, Rui Yan, Huajin Tang:
Attention-Based Deep Spiking Neural Networks for Temporal Credit Assignment Problems. IEEE Trans. Neural Networks Learn. Syst. 35(8): 10301-10311 (2024) - 2023
- Alessandro R. Galloni, Yifan Yuan, Minning Zhu, Haoming Yu, Ravindra S. Bisht, Chung-Tse Michael Wu, Christine Grienberger, Shriram Ramanathan, Aaron D. Milstein:
Temporal credit assignment for one-shot learning utilizing a phase transition material. CoRR abs/2310.00066 (2023) - Eduardo Pignatelli, Johan Ferret, Matthieu Geist, Thomas Mesnard, Hado van Hasselt, Laura Toni:
A Survey of Temporal Credit Assignment in Deep Reinforcement Learning. CoRR abs/2312.01072 (2023) - 2022
- Zeyu Zheng, Risto Vuorio, Richard L. Lewis, Satinder Singh:
Adaptive Pairwise Weights for Temporal Credit Assignment. AAAI 2022: 9225-9232 - Yuhan Helena Liu, Arna Ghosh, Blake A. Richards, Eric Shea-Brown, Guillaume Lajoie:
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules. NeurIPS 2022 - Yuhan Helena Liu, Arna Ghosh, Blake A. Richards, Eric Shea-Brown, Guillaume Lajoie:
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules. CoRR abs/2206.00823 (2022) - 2021
- Markel Sanz Ausin, Hamoon Azizsoltani, Song Ju, Yeo-Jin Kim, Min Chi:
InferNet for Delayed Reinforcement Tasks: Addressing the Temporal Credit Assignment Problem. IEEE BigData 2021: 1337-1348 - Wenxuan Zou, Chan Li, Haiping Huang:
Ensemble perspective for understanding temporal credit assignment. CoRR abs/2102.03740 (2021) - Zeyu Zheng, Risto Vuorio, Richard L. Lewis, Satinder Singh:
Pairwise Weights for Temporal Credit Assignment. CoRR abs/2102.04999 (2021) - Markel Sanz Ausin, Hamoon Azizsoltani, Song Ju, Yeo-Jin Kim, Min Chi:
InferNet for Delayed Reinforcement Tasks: Addressing the Temporal Credit Assignment Problem. CoRR abs/2105.00568 (2021) - 2020
- Sahar Harati, Andrea Crowell, Helen S. Mayberg, Shamim Nemati:
Addressing the Credit Assignment Problem in Treatment Outcome Prediction Using Temporal DifferenceLearning. PSB 2020: 43-54 - 2019
- Pengjie Gu, Rong Xiao, Gang Pan, Huajin Tang:
STCA: Spatio-Temporal Credit Assignment with Delayed Feedback in Deep Spiking Neural Networks. IJCAI 2019: 1366-1372 - Yang Liu, Yunan Luo, Yuanyi Zhong, Xi Chen, Qiang Liu, Jian Peng:
Sequence Modeling of Temporal Credit Assignment for Episodic Reinforcement Learning. CoRR abs/1905.13420 (2019) - 2018
- Nan Rosemary Ke, Anirudh Goyal, Olexa Bilaniuk, Jonathan Binas, Michael C. Mozer, Chris Pal, Yoshua Bengio:
Sparse Attentive Backtracking: Temporal Credit Assignment Through Reminding. NeurIPS 2018: 7651-7662 - 2017
- Temporal Credit Assignment. Encyclopedia of Machine Learning and Data Mining 2017: 1233
- 2011
- Johannes Friedrich, Robert Urbanczik, Walter Senn:
Spatio-Temporal Credit Assignment in Neuronal Population Learning. PLoS Comput. Biol. 7(6) (2011) - 2010
- Temporal Credit Assignment. Encyclopedia of Machine Learning 2010: 956
- 2007
- Adam Ponzi:
Replay, Working Memory and Action Selection in Temporal Credit Assignment - a Simple Neural Network Model. IJCNN 2007: 3011-3016 - 2004
- Adrian K. Agogino, Kagan Tumer:
Unifying Temporal and Structural Credit Assignment Problems. AAMAS 2004: 980-987 - 1990
- Jürgen Schmidhuber:
Dynamische neuronale Netze und das fundamentale raumzeitliche Lernproblem (Dynamic neural nets and the fundamental spatio-temporal credit assignment problem). TU Munich, Germany, 1990
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