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Anssi Kanervisto
Anssi Kanervisto
Researcher, Meta FAIR
Email confirmado em meta.com - Página inicial
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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
3822*2021
Image-to-markup generation with coarse-to-fine attention
Y Deng, A Kanervisto, J Ling, AM Rush
ICML 2017, 2017
359*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
1982023
The 37 implementation details of proximal policy optimization
S Huang, RFJ Dossa, A Raffin, A Kanervisto, W Wang
The ICLR Blog Track 2023, 2022
1372022
Action Space Shaping in Deep Reinforcement Learning
A Kanervisto, C Scheller, V Hautamäki
IEEE Conference on Games 2020, 2020
1372020
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
812021
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
312022
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
302022
Benchmarking End-to-End Behavioural Cloning on Video Games
A Kanervisto, J Pussinen, V Hautamäki
IEEE Conference on Games 2020, 2020
292020
Diffusion for world modeling: Visual details matter in atari
E Alonso, A Jelley, V Micheli, A Kanervisto, AJ Storkey, T Pearce, ...
Advances in Neural Information Processing Systems 37, 58757-58791, 2024
282024
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
272021
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
262017
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
252017
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
232022
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
222021
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
172021
Playing Minecraft with Behavioural Cloning
A Kanervisto, J Karttunen, V Hautamäki
NeurIPS 2019 Post Proceedings of the Competitions & Demonstrations Track, 2020
172020
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
152023
From Video Game to Real Robot: The Transfer between Action Spaces
J Karttunen, A Kanervisto, V Hautamäki, V Kyrki
ICASSP 2020, 2019
132019
Gan-aimbots: Using machine learning for cheating in first person shooters
A Kanervisto, T Kinnunen, V Hautamäki
IEEE Transactions on Games 15 (4), 566-579, 2022
122022
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