conftrace_

Jacob C Walker

6 papers · 2021–2024 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

ICLR (4) ICML (2)

Top co-authors

Charles Blundell (3) Jovana Mitrovic (3) Ankesh Anand (2) Theophane Weber (2) Yazhe Li (2) Eszter Vértes (2) Jessica B Hamrick (2) Lars Holger Buesing (2) Sherjil Ozair (1) Gabriel Dulac-Arnold (1)

Keywords

reinforcement learning (1) transfer learning (1) model-based learning (1) dynamics model (1) intrinsic exploration (1) environment model (1)

Papers

Position: Video as the New Language for Real-World Decision Making ICML 2024 SemPPL: Predicting Pseudo-Labels for Better Contrastive Representations ICLR 2023 Investigating the Role of Model-Based Learning in Exploration and Transfer ICML 2023 Procedural generalization by planning with self-supervised world models ICLR 2022 CoBERL: Contrastive BERT for Reinforcement Learning ICLR 2022 Representation Learning via Invariant Causal Mechanisms ICLR 2021