Botvinick M, Ritter S, Wang JX, Kurth-Nelson Z, Blundell C, & Hassabis D. (2019). Reinforcement learning, fast and slow. Trends in Cognitive Sciences. [link]

Dasgupta I, Wang JX, Chiappa S, Mitrovic J, Ortega P, Raposo D, Hughes E, Battaglia P, Botvinick M, Kurth-Nelson Z. (2019) Causal reasoning from meta-reinforcement learning. arXiv:1901.08162 [link] [pdf]

Wang JX, Hughes E, Fernando CT, Czarnecki WM, Duenez-Guzman EA, Leibo JZ. (2019) Evolving intrinsic motivations for altruistic behavior. Proceedings of the 18th International Conference on Autonomous Agents and Multi-agent Systems (AAMAS). arXiv:1811.05931 [link] [pdf]

Fernando CT, Sygnowski J, Osindero S, Wang JX, Schaul T, Teplyashin D, Sprechmann P, Pritzel A, Rusu A. (2018) Meta-learning by the Baldwin effect. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO) Companion Pages. 1313-1320. arXiv:1806.07917 [link] [pdf]

Wang JX*, Kurth-Nelson Z*, Kumaran D, Tirumala D, Soyer H, Leibo JZ, Hassabis D, Botvinick M. (2018) Prefrontal cortex as a meta-reinforcement learning system. Nature Neuroscience. 21 (6), 860. [link] [pdf]

Ritter S, Wang JX, Kurth-Nelson Z, Jayakumar SM, Blundell C, Pascanu R, Botvinick M. (2018) Been there, done that: Meta-learning with episodic recall. Proceedings of the International Conference on Machine Learning (ICML). 4351-4360. arXiv:1805.09692 [link] [pdf]

Ritter, S*, Wang JX*, Kurth-Nelson Z, Botvinick MM. (2018) Episodic control as meta-reinforcement learning. CogSci. bioRxiv:360537. [link] [pdf]

Wang JX, Kurth-Nelson Z, Tirumala D, Soyer H, Leibo JZ, Munos R, Blundell C, Kumaran D, Botvinick M. (2016) Learning to reinforcement learn. CogSci. arXiv:1611.05763. [link] [pdf] Winner of the Computational Modeling Prize in Applied Cognition, CogSci 2017

Schwarb H, Watson PD, Campbell K, Shander CL, Monti JM, Cooke GE, Wang JX, Kramer AF, Cohen NJ. (2015) Competition and cooperation among relational memory representations. PLOS ONE. 10 (11), e0143832. [link] [pdf]

Ryals AJ, Wang JX, Polnaszek KL, Voss JL. (2015) Hippocampal contribution to implicit configuration memory expressed via eye movements during scene exploration. Hippocampus. 25 (9), 1028-1041. [link] [pdf]

Wang JX, Voss JL. (2015) Long-lasting enhancements of memory and hippocampal-cortical functional connectivity following multiple-day targeted noninvasive stimulation. Hippocampus. 25 (8), 877-883. [link] [pdf]

Lancichinetti AL, Sirer MI, Wang JX, Acuna D, Kording K, Amaral LAN. (2015) High-reproducibility and high-accuracy method for automated topic classification. Phys. Rev. X. 5 (1), 011007. [link] [pdf] [SI]

Wang JX, Cohen NJ, Voss JL. (2015) Covert rapid action-memory simulation (CRAMS): A hypothesis of hippocampal-prefrontal interactions for adaptive behavior. Neurobiology of Learning and Memory. 117, 22-33. [link] [pdf]

Wang JX, Rogers LM, Gross EZ, Ryals AJ, Dokucu M, Brandstatt KL, Hermiller MS, Voss JL. (2014) Targeted enhancement of hippocampal brain networks and associative memory. Science. 345 (6200), 1054-1057. [link] [pdf] [SI]

Wang JX, Voss JL. (2014) Brain networks for exploration decisions utilizing distinct modeled information types during contextual learning. Neuron. 82 (5), 1171-1182. [link] [pdf] [SI]

Wang JX, Bartolotti J, Amaral LAN, Booth JR. (2013) Changes in task-related functional connectivity across multiple spatial scales are related to reading performance. PLOS ONE. 8 (3), e59204. [link] [pdf]

Wang JX, Zochowski M. (2012) Interactions of excitatory and inhibitory feedback topologies in facilitating pattern separation and retrieval. Neural Comput. 24 (1), 32-59. [link] [pdf]

Feldt S, Wang JX, Shtrahman E, Dzakpasu R, Olariu E, Zochowski M. (2010) Functional clustering in hippocampal cultures: relating network structure and dynamics. Phys. Biol. 7 (4), 046004. [link] [pdf]

Feldt S, Wang JX, Hetrick VL, Berke JD, Zochowski M. (2010) Memory formation: from network structure to neural dynamics. Phil. Trans. R. Soc. A. 368 (1918), 2251-2267. [link] [pdf]

Wang JX, Poe GR, Zochowski M. (2008) From network heterogeneities to familiarity detection and hippocampal memory management. Phys. Rev. E. 78 (4), 041905. [link] [pdf]

McNaughton BH, Agayan RR, Wang JX, Kopelman R. (2007) Physiochemical microparticle sensors based on nonlinear magnetic oscillations. Sens. Actuators B. 121 (1), 330-340. [link] [pdf]

Dahanayaka DH, Wang JX, Hossain S, Bumm LA. (2006) Optically transparent Au substrates: Flat gold nanoparticle platforms for high-resolution scanning tunneling microscopy. J. Am. Chem. Soc. 128 (18), 6052-6053. [link] [pdf]


Google Scholar page