concept
active
concept:adaptive-agent-ada

Adaptive Agent (AdA)

DeepMind's Transformer-based adaptive agent trained with meta-RL in a 3D virtual environment.

Neighborhood — ranked by edge-count

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

  • Adaptive Behaviorconcept0.791
    Organism's belief-guided action selection that instantiates generative model and maintains phenotypic states
  • Agentconcept0.771
    Any autonomous system including living and non-living forms that embodies a perception-action cycle and tries to navigate and persist in an environment
  • Indicator of agency requiring goal pursuit and flexibility.
  • Artificial agentsconcept0.755
    Synthetic agents (here RL-trained neural networks) whose causal emergence was previously largely unknown; the paper addresses this gap.
  • Property exhibited by the economy as a complex system, supporting its classification as a collective intelligence.
  • Emergent Agentsconcept0.749
    Higher-level individuals (e.g., embryo, swarm) that arise from cooperative subunits, possessing goals not assignable to any one component.
  • Agencyconcept0.735
    Capacity for autonomous action; requires formal definition linking to selfhood, control, and sense of agency.
  • The varied neural network architectures used in the RL experiments to test whether the alignment phenomenon generalizes across architectures.