Object-Centric Scene Representations using Active Inference Paper • 2302.03288 • Published Feb 7, 2023
Home Run: Finding Your Way Home by Imagining Trajectories Paper • 2208.10914 • Published Aug 19, 2022
Maximum Causal Entropy Inverse Constrained Reinforcement Learning Paper • 2305.02857 • Published May 4, 2023
Disentangling Shape and Pose for Object-Centric Deep Active Inference Models Paper • 2209.09097 • Published Sep 16, 2022
Curiosity-Driven Exploration via Latent Bayesian Surprise Paper • 2104.07495 • Published Apr 15, 2021
FOCUS: Object-Centric World Models for Robotics Manipulation Paper • 2307.02427 • Published Jul 5, 2023
Information-driven Affordance Discovery for Efficient Robotic Manipulation Paper • 2405.03865 • Published May 6
Mastering the Unsupervised Reinforcement Learning Benchmark from Pixels Paper • 2209.12016 • Published Sep 24, 2022
A learning gap between neuroscience and reinforcement learning Paper • 2104.10995 • Published Apr 22, 2021 • 1
The Free Energy Principle for Perception and Action: A Deep Learning Perspective Paper • 2207.06415 • Published Jul 13, 2022
Choreographer: Learning and Adapting Skills in Imagination Paper • 2211.13350 • Published Nov 23, 2022