Results for "environment"

9 results

Reinforcement Learning Intermediate

A learning paradigm where an agent interacts with an environment and learns to choose actions to maximize cumulative reward.

Reinforcement Learning
Distribution Shift Intermediate

Train/test environment mismatch.

Model Failure Modes
Contact Dynamics Advanced

Modeling interactions with environment.

Dynamics & Physics
Simulation Advanced

Artificial environment for training/testing agents.

Simulation & Sim-to-Real
Model-Based RL Advanced

RL using learned or known environment models.

Reinforcement Learning
World Model Frontier

Learned model of environment dynamics.

World Models & Cognition
Latent Dynamics Frontier

Modeling environment evolution in latent space.

World Models & Cognition
Cognitive Map Frontier

Internal representation of environment layout.

World Models & Cognition
Affordance Frontier

Perceived actions an environment allows.

World Models & Cognition