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Katja Hofmann
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Publications
- 2021
- [j13]Laetitia Teodorescu, Katja Hofmann, Pierre-Yves Oudeyer:
SpatialSim: Recognizing Spatial Configurations of Objects With Graph Neural Networks. Frontiers Artif. Intell. 4: 782081 (2021) - [c68]Clément Romac, Rémy Portelas, Katja Hofmann, Pierre-Yves Oudeyer:
TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL. ICML 2021: 9052-9063 - [c65]Tristan Karch, Laetitia Teodorescu, Katja Hofmann, Clément Moulin-Frier, Pierre-Yves Oudeyer:
Grounding Spatio-Temporal Language with Transformers. NeurIPS 2021: 5236-5249 - [i40]Clément Romac, Rémy Portelas, Katja Hofmann, Pierre-Yves Oudeyer:
TeachMyAgent: a Benchmark for Automatic Curriculum Learning in Deep RL. CoRR abs/2103.09815 (2021) - [i38]Grgur Kovac, Rémy Portelas, Katja Hofmann, Pierre-Yves Oudeyer:
SocialAI 0.1: Towards a Benchmark to Stimulate Research on Socio-Cognitive Abilities in Deep Reinforcement Learning Agents. CoRR abs/2104.13207 (2021) - [i34]Tristan Karch, Laetitia Teodorescu, Katja Hofmann, Clément Moulin-Frier, Pierre-Yves Oudeyer:
Grounding Spatio-Temporal Language with Transformers. CoRR abs/2106.08858 (2021) - [i33]Grgur Kovac, Rémy Portelas, Katja Hofmann, Pierre-Yves Oudeyer:
SocialAI: Benchmarking Socio-Cognitive Abilities in Deep Reinforcement Learning Agents. CoRR abs/2107.00956 (2021) - 2020
- [c55]Rémy Portelas, Cédric Colas, Lilian Weng, Katja Hofmann, Pierre-Yves Oudeyer:
Automatic Curriculum Learning For Deep RL: A Short Survey. IJCAI 2020: 4819-4825 - [i28]Rémy Portelas, Cédric Colas, Lilian Weng, Katja Hofmann, Pierre-Yves Oudeyer:
Automatic Curriculum Learning For Deep RL: A Short Survey. CoRR abs/2003.04664 (2020) - [i27]Rémy Portelas, Katja Hofmann, Pierre-Yves Oudeyer:
Trying AGAIN instead of Trying Longer: Prior Learning for Automatic Curriculum Learning. CoRR abs/2004.03168 (2020) - [i26]Laetitia Teodorescu, Katja Hofmann, Pierre-Yves Oudeyer:
Recognizing Spatial Configurations of Objects with Graph Neural Networks. CoRR abs/2004.04546 (2020) - [i21]Rémy Portelas, Clément Romac, Katja Hofmann, Pierre-Yves Oudeyer:
Meta Automatic Curriculum Learning. CoRR abs/2011.08463 (2020) - 2019
- [c50]Rémy Portelas, Cédric Colas, Katja Hofmann, Pierre-Yves Oudeyer:
Teacher algorithms for curriculum learning of Deep RL in continuously parameterized environments. CoRL 2019: 835-853 - [i16]Rémy Portelas, Cédric Colas, Katja Hofmann, Pierre-Yves Oudeyer:
Teacher algorithms for curriculum learning of Deep RL in continuously parameterized environments. CoRR abs/1910.07224 (2019)
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