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Tristan Karch
Tristan Karch
Postdoctoral Researcher at EPFL
Verified email at epfl.ch - Homepage
Title
Cited by
Cited by
Year
Autotelic Agents with Intrinsically Motivated Goal-Conditioned Reinforcement Learning: A Short Survey
C Colas, T Karch, O Sigaud, PY Oudeyer
Journal of Artificial Intelligence Research 74 (2022) 1159-1199, 2020
1032020
Language as a Cognitive Tool to Imagine Goals in Curiosity-Driven Exploration
C Colas*, T Karch*, N Lair*, JM Dussoux, C Moulin-Frier, PF Dominey, ...
Advances in Neural Information Processing Systems 33 (NeurIPS), 2020
952020
Language and Culture Internalisation for Human-Like Autotelic AI
C Colas*, T Karch*, C Moulin-Frier, PY Oudeyer
Nature Machine Intelligence 4 (12), 1068-1076, 2022, 2022
19*2022
Grounding Spatio-Temporal Language with Transformers
T Karch*, L Teodorescu*, K Hofmann, C Moulin-Frier, PY Oudeyer
Advances in Neural Information Processing Systems 34 (NeurIPS), 2021
162021
Deep Sets for Generalization in RL
T Karch, C Colas, L Teodorescu, C Moulin-Frier, PY Oudeyer
ICLR 2020 workshop Beyond “tabula rasa” in reinforcement learning: agents …, 2020
82020
Learning to Guide and to Be Guided in the Architect-Builder Problem
P Barde*, T Karch*, D Nowrouzezahrai, C Moulin-Frier, C Pal, ...
International Conference on Learning Representations (ICLR), 2022
52022
Language as a Cognitive Tool: Dall-E, Humans and Vygotskian RL Agents
C Colas, T Karch, C Moulin-Frier, PY Oudeyer
https://developmentalsystems.org/language_as_cognitive_tool_vygotskian_rl, 2021
32021
Language-Goal Imagination to Foster Creative Exploration in Deep RL
T Karch, N Lair, C Colas, JM Dussoux, C Moulin-Frier, PF Dominey, ...
ICML 2020 workshop Language in Reinforcement Learning, 2020
32020
Contrastive Multimodal Learning for Emergence of Graphical Sensory-Motor Communication
T Karch*, Y Lemesle*, R Laroche, C Moulin-Frier, PY Oudeyer
arXiv preprint arXiv:2210.06468, 2023
22023
Towards Social Autotelic Artificial Agents: Formation and Exploitation of Cultural Conventions in Autonomous Embodied Artificial Agents
T Karch
Bordeaux, 2023
12023
Agents artificiels autotelic et sociaux: formation et exploitation de conventions culturelles chez les agents artificiels autonomes incarnés
T Karch
Université de Bordeaux, 2023
2023
Emergence of Shared Sensory-motor Graphical Language from Visual Input
T Karch, Y Lemesle, R Laroche, C Moulin-Frier, PY Oudeyer
2022
Vygotskian Autotelic Artificial Intelligence
C Colas, T Karch, C Moulin-Frier, PY Oudeyer
arXiv preprint arXiv:2206.01134, 2022
2022
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