Developmental Learning

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Most implemented papers archive 2025-07-28

7 shown of 7 papers with code (13 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Intrinsically Motivated Goal Exploration Processes with Automatic Curriculum Learning
  7 Aug 2017 3 repositories listed
  We present an algorithmic approach called Intrinsically Motivated Goal Exploration Processes (IMGEP) to enable similar properties of autonomous learning in machines.
• A Deep Neural Model Of Emotion Appraisal
  1 Aug 2018 2 repositories listed
  We evaluate the performance of the proposed model with different challenging corpora and compare it with state-of-the-art models for external emotion appraisal.
• Continual Developmental Neurosimulation Using Embodied Computational Agents
  7 Mar 2021 1 repository listed
  Being closely tied to continual learning, our approach is tightly integrated with developmental embodiment, and can be implemented using a type of agent called developmental Braitenberg Vehicles (dBVs).
• Wiring Up Vision: Minimizing Supervised Synaptic Updates Needed to Produce a Primate Ventral Stream
  1 Jan 2021 1 repository listed
  Relative to the current leading model of the adult ventral stream, we here demonstrate that the total number of supervised weight updates can be substantially reduced using three complementary strategies: First, we find…
• Morphological Development at the Evolutionary Timescale: Robotic Developmental Evolution
  28 Oct 2020 1 repository listed
  Evolution and development operate at different timescales; generations for the one, a lifetime for the other.
• Developmental Reinforcement Learning of Control Policy of a Quadcopter UAV with Thrust Vectoring Rotors
  15 Jul 2020 1 repository listed
  The results show faster learning with the presented approach as opposed to learning the control policy from scratch for this new UAV design created by modifications in a conventional quadcopter, i.
• Braitenberg Vehicles as Developmental Neurosimulation
  28 Feb 2020 1 repository listed
  As is standard among models of artificial and biological neural networks, an analogue of the fully mature brain is presented as a blank slate.