Adrià Puigdomènech Badia

12 papers · 2016–2023 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+7 more ↓

🗺️ Taxonomy Completionist (22) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

🧭 Keyword Pioneer 🧬 Topic Evolution 🤝 Dynamic Duo (10) 🔥 Unstoppable · Bronze 💎 Century Club · Bronze 🗃️ Keyword Collector (58) 🚀 Conference Pioneer

Venues

ICLR (5) ICML (5) NeurIPS (2)

Top co-authors

Charles Blundell (10) Demis Hassabis (4) Andrea Banino (4) Pablo Sprechmann (3) Razvan Pascanu (3) Alexander Pritzel (3) Oriol Vinyals (3) Steven Kapturowski (3) Daan Wierstra (2) Benigno Uria (2)

Research topics

Artificial Intelligence (10) Core AI (10) Machine Learning (8) Deep Learning (7) Reinforcement Learning (6) Learning Types · Machine Learning (6) Methods (6) Architectures (4) Learning Types · Deep Learning (3) Optimization & Theory (3) Core Methods (2) Applications (1)

Keywords

deep reinforcement learning (6) reinforcement learning (4) neural network (4) episodic memory (4) value function (3) representation learning (2) data efficiency (2) catastrophic forgetting (1) working memory (1) transformer architecture (1) self-supervised learning (1) memory system (1) dynamic programming (1) policy optimization (1) atari game (1) offline reinforcement learning (1) model-based reinforcement learning (1) algorithmic reasoning (1) state representation (1) sample efficiency (1)

Papers

Human-level Atari 200x faster ICLR 2023 CoBERL: Contrastive BERT for Reinforcement Learning ICLR 2022 Retrieval-Augmented Reinforcement Learning ICML 2022 The CLRS Algorithmic Reasoning Benchmark ICML 2022 Agent57: Outperforming the Atari Human Benchmark ICML 2020 MEMO: A Deep Network for Flexible Combination of Episodic Memories ICLR 2020 Never Give Up: Learning Directed Exploration Strategies ICLR 2020 Generalization of Reinforcement Learners with Working and Episodic Memory NeurIPS 2019 Memory-based Parameter Adaptation ICLR 2018 Imagination-Augmented Agents for Deep Reinforcement Learning NeurIPS 2017 Neural Episodic Control ICML 2017 Asynchronous Methods for Deep Reinforcement Learning ICML 2016