Philip J Ball

2 papers · 2021–2022 · 1 conference · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (9)

Conferences

ICML (2)

Top co-authors

Stephen Roberts (2) Jack Parker-Holder (1) Oya Celiktutan (1) Edoardo Cetin (1) Cong Lu (1)

Keywords

deep reinforcement learning (1) zero-shot learning (1) offline reinforcement learning (1) model-based reinforcement learning (1) temporal-difference learning (1) adaptive regularization (1) off-policy reinforcement learning (1) zero-shot generalization (1) world model (1) dynamics model (1) self-supervised adaptation (1) convolutional encoder (1) dynamics generalization (1) catastrophic self-overfitting (1)

Papers

Stabilizing Off-Policy Deep Reinforcement Learning from Pixels ICML 2022

Augmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment ICML 2021