Exploiting Latent Structure And Bisimulation Metrics For Better Generalization

Exploiting Latent Structure and Bisimulation Metrics for Better Generalization

Simons Institute

Amy Zhang Explores Generalization in RL by Exploiting Latent Structure and Bisimulation Metrics.

OATML research group

Amy Zhang - Exploring Context for Better Generalization in Reinforcement Learning @ UCL DARK

Bisimulation metrics on Pong

Pablo Samuel Castro

Bisimulation metrics on Asterix

Pablo Samuel Castro

Bisimulation metrics on Space Invaders

Pablo Samuel Castro

Invariant Prediction for Generalization in Reinforcement Learning

Simons Institute

Clustering and generalization of abstract structures in reinforcement learning

Geometry, Optimization and Generalization in Multilayer Networks

Simons Institute

Generalization Idea

Why Generalization in RL is Difficult: Epistemic POMDPs and Implicit Partial Observability

RAIL

Advanced Topics in Bisimulation and Coinduction (Introduction)

Understanding and Improving Model-Based Deep Reinforcement Learning | Jessica Hamrick