site stats

Towards teachable autotelic agents

WebThe purpose of this paper is to elucidate the key obstacles standing in the way towards the design of teachable and autonomous agents and focus on autotelic agents, i.e. agents … WebIn between should stand teachable autotelic agents (TAA): agents that learn from both internal and teaching signals to benefit from the higher efficiency of assisted discovery. …

(PDF) Towards Teachable Autonomous Agents - Academia.edu

WebApr 11, 2024 · This study makes a step towards open-ended autotelic agents capable of efficient transfer between abstract goals. ... A. Akakzia, P. Oudeyer, and M. Chetouani (2024) Towards teachable autonomous agents. arXiv preprint arXiv:2105.11977. Cited by: §5. L. Steels (2004) The autotelic principle. In Embodied artificial intelligence, pp ... WebAutonomous discovery and direct instruction are two extreme sources of learning in children, but educational sciences have shown that intermediate approaches such as assisted discovery or guided play resulted in better acquisition of skills. When fire scotland log in https://legendarytile.net

Towards Teachable Autotelic Agents

WebDec 1, 2024 · This Perspective calls for the immersion of autotelic agents into rich socio-cultural worlds, an immensely important attribute of our environment that shapes human cognition but is mostly omitted ... WebLearning Object-Centered Autotelic Behaviors with Graph Neural Networks Although humans live in an open-ended world and endlessly face new chall ... Towards Teachable Autonomous Agents Autonomous discovery and direct instruction are two extreme sources of … Webyond goal. Combined with a powerful autotelic RL algorithm, HME makes significant steps towards teachable autotelic agents: autonomous agents that leverage external social … fire scotland email

Ahmed Akakzia DeepAI

Category:[2105.11977v2] Towards Teachable Autotelic Agents

Tags:Towards teachable autotelic agents

Towards teachable autotelic agents

Vygotskian Autotelic Artificial Intelligence: Language and Culture ...

WebAutotelic Agents with Intrinsically Motivated Goal-Conditioned Reinforcement Learning: A Short Survey. J. Artif. Intell. Res. 74: 1159-1199 (2024) [i20] ... Towards Teachable Autonomous Agents. CoRR abs/2105.11977 (2024) 2024 [c9] view. electronic edition via DOI; unpaywalled version; references & citations; authority control: export record. WebJul 9, 2024 · Information about AI from the News, Publications, and ConferencesAutomatic Classification – Tagging and Summarization – Customizable Filtering and AnalysisIf you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial …

Towards teachable autotelic agents

Did you know?

WebMay 25, 2024 · We argue that autotelic capabilities are paving the way towards teachable and autonomous agents. Finally, we adopt a social learning perspective on tutoring … WebHelp me explore: Minimal social interventions for graph-based autotelic agents. A Akakzia, O Serris, O Sigaud, C Colas. arXiv preprint arXiv:2202.05129, 2024. 3: 2024: Towards …

WebJun 2, 2024 · This perspective calls for the immersion of autotelic agents into rich socio-cultural worlds. We focus on language especially, and how its structure and content may … WebMay 25, 2024 · Second, we describe current research on autotelic agents, i.e. agents equipped with forms of intrinsic motivations that enable them to represent, self-generate …

http://128.84.4.34/pdf/2204.05141 WebDesigning such agents will enable real-world non-expert users to orient the learning trajectories of agents towards their expectations. More fundamentally, this may also be a …

WebMay 25, 2024 · In between should stand teachable autotelic agents (TAA): agents that learn from both internal and teaching signals to benefit from the higher efficiency of assisted …

WebWe argue that autotelic capabilities are paving the way towards teachable and autonomous agents. Finally, we adopt a social learning perspective on tutoring interactions and we … firescotland mailWebDesigning such agents will enable real-world non-expert users to orient the learning trajectories of agents towards their expectations. More fundamentally, this may also be a key step to build agents with human-level intelligence. This paper presents a roadmap towards the design of teachable autonomous agents. ethos care family services limitedWebWe argue that autotelic capabilities are paving the way towards teachable and autonomous agents. Finally, we adopt a social learning perspective on tutoring interactions and we highlight some components that are currently missing to autotelic agents before they can be taught by ordinary people using natural pedagogy, and we provide a list of specific … ethos care evolve loginWebJan 1, 2024 · Request PDF Towards Teachable Autotelic Agents Autonomous discovery and direct instruction are two distinct sources of learning in children but education … fire scotland recruitmentWebSecond, we highlight how current research on intrinsically motivated agents is paving the way towards teachable and autonomous agents. In particular, we focus on autotelic … ethos care milford ohWebMay 25, 2024 · Towards Teachable Autotelic Agents. Olivier Sigaud, Ahmed Akakzia, Hugo Caselles-Dupré, Cédric Colas, Pierre-Yves Oudeyer, Mohamed Chetouani. Autonomous … fire scotland pdr proWebMay 25, 2024 · In between should stand teachable autotelic agents (TAA): agents that learn from both internal and teaching signals to benefit from the higher efficiency of assisted discovery. Designing such agents will enable real-world non-expert users to orient the learning trajectories of agents towards their expectations. fire scotland logo