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Anssi Kanervisto
Anssi Kanervisto
Researcher, Meta FAIR
Verified email at meta.com - Homepage
Title
Cited by
Cited by
Year
Stable-baselines3: Reliable reinforcement learning implementations
A Raffin, A Hill, A Gleave, A Kanervisto, M Ernestus, N Dormann
Journal of Machine Learning Research 22 (268), 1-8, 2021
2732*2021
Image-to-markup generation with coarse-to-fine attention
Y Deng, A Kanervisto, J Ling, AM Rush
ICML 2017, 2017
318*2017
Imitating human behaviour with diffusion models
T Pearce, T Rashid, A Kanervisto, D Bignell, M Sun, R Georgescu, ...
arXiv preprint arXiv:2301.10677, 2023
1132023
Action Space Shaping in Deep Reinforcement Learning
A Kanervisto, C Scheller, V Hautamäki
IEEE Conference on Games 2020, 2020
962020
The 37 implementation details of proximal policy optimization
S Huang, RFJ Dossa, A Raffin, A Kanervisto, W Wang
The ICLR Blog Track 2023, 2022
792022
Multi-task Learning with Attention for End-to-end Autonomous Driving
K Ishihara, A Kanervisto, J Miura, V Hautamäki
CVPR 2021 Workshop on Autonomous Driving, 2021
572021
The I4U mega fusion and collaboration for NIST speaker recognition evaluation 2016
KA Lee, V Hautamäki, T Kinnunen, A Larcher, C Zhang, A Nautsch, ...
Interspeech, 1328-1332, 2017
272017
The MineRL BASALT competition on learning from human feedback
R Shah, C Wild, SH Wang, N Alex, B Houghton, W Guss, S Mohanty, ...
arXiv preprint arXiv:2107.01969, 2021
262021
Minerl diamond 2021 competition: Overview, results, and lessons learned
A Kanervisto, S Milani, K Ramanauskas, N Topin, Z Lin, J Li, J Shi, D Ye, ...
NeurIPS 2021 Competitions and Demonstrations Track, 13-28, 2022
252022
Benchmarking End-to-End Behavioural Cloning on Video Games
A Kanervisto, J Pussinen, V Hautamäki
IEEE Conference on Games 2020, 2020
232020
Effects of gender information in text-independent and text-dependent speaker verification
A Kanervisto, V Vestman, M Sahidullah, V Hautamäki, T Kinnunen
ICASSP 2017, 2017
222017
Insights from the neurips 2021 nethack challenge
E Hambro, S Mohanty, D Babaev, M Byeon, D Chakraborty, ...
NeurIPS 2021 Competitions and Demonstrations Track, 41-52, 2022
182022
Optimizing tandem speaker verification and anti-spoofing systems
A Kanervisto, V Hautamäki, T Kinnunen, J Yamagishi
IEEE/ACM Transactions on Audio, Speech, and Language Processing 30, 477-488, 2021
182021
A2C is a special case of PPO
S Huang, A Kanervisto, A Raffin, W Wang, S Ontañón, RFJ Dossa
arXiv preprint arXiv:2205.09123, 2022
172022
Playing Minecraft with Behavioural Cloning
A Kanervisto, J Karttunen, V Hautamäki
NeurIPS 2019 Post Proceedings of the Competitions & Demonstrations Track, 2020
132020
Towards solving fuzzy tasks with human feedback: A retrospective of the minerl basalt 2022 competition
S Milani, A Kanervisto, K Ramanauskas, S Schulhoff, B Houghton, ...
arXiv preprint arXiv:2303.13512, 2023
102023
Towards robust and domain agnostic reinforcement learning competitions: MineRL 2020
WH Guss, S Milani, N Topin, B Houghton, S Mohanty, A Melnik, A Harter, ...
NeurIPS 2020 Competition and Demonstration Track, 233-252, 2021
102021
From Video Game to Real Robot: The Transfer between Action Spaces
J Karttunen, A Kanervisto, V Hautamäki, V Kyrki
ICASSP 2020, 2019
102019
Augmenting microsurgical training: Microsurgical instrument detection using convolutional neural networks
T Leppänen, H Vrzakova, R Bednarik, A Kanervisto, AP Elomaa, ...
2018 IEEE 31st International Symposium on Computer-Based Medical Systems …, 2018
102018
Retrospective on the 2021 minerl BASALT competition on learning from human feedback
R Shah, SH Wang, C Wild, S Milani, A Kanervisto, VG Goecks, ...
NeurIPS 2021 Competitions and Demonstrations Track, 259-272, 2022
9*2022
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