Eloi Alonso

4 papers · 2021–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICLR (1) ICML (1) IJCAI (1) NeurIPS (1)

Top co-authors

Francois Fleuret (3) Vincent Micheli (3) Tim Pearce (1) Maxim Peter (1) Anssi Kanervisto (1) Joshua Romoff (1) Amos Storkey (1) Adam Jelley (1) David Goumard (1)

Research topics

Deep Learning (4) Reinforcement Learning (4) Methods (4) Applications (2) Architectures (2) Learning Types (2) Artificial Intelligence (1) Machine Learning (1) Application Areas (1) Core AI (1) Models (1)

Keywords

sample efficiency (2) autoregressive transformer (2) model-based reinforcement learning (2) world model (2) atari game (1) visual detail (1) video game navigation (1) non-player character (1) navigation mesh (1) atari benchmark (1) model-based rl (1) discrete autoencoder (1) continuous token (1) video game ai (1) npc navigation (1) 3d navigation (1) neural game engine (1) iris agent (1) crafter benchmark (1) deltas (1)

Papers

Diffusion for World Modeling: Visual Details Matter in Atari NeurIPS 2024 Efficient World Models with Context-Aware Tokenization ICML 2024 Transformers are Sample-Efficient World Models ICLR 2023 Deep Reinforcement Learning for Navigation in AAA Video Games IJCAI 2021