Nantas Nardelli

5 papers · 2017–2020 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

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

Top co-authors

Shimon Whiteson (3) Pushmeet Kohli (2) Gregory Farquhar (2) Philip H. S. Torr (2) Edward Grefenstette (2) Jakob Foerster (2) Tim Rocktäschel (2) N Siddharth (1) Alexander Miller (1) Zeming Lin (1)

Research topics

Reinforcement Learning (4) Artificial Intelligence (3) Methods (3) Machine Learning (2) Applications (2) Core AI (2) Learning Paradigms (2) Learning Types · Machine Learning (2) Deep Learning (1) Natural Language Processing (1) Generation (1) Learning Types · Deep Learning (1)

Keywords

reinforcement learning (2) representation learning (1) multi-agent reinforcement learning (1) multi-task learning (1) imitation learning (1) transfer learning (1) instruction following (1) natural language understanding (1) deep learning (1) hierarchical reinforcement learning (1) importance sampling (1) value function (1) value iteration (1) sequential decision (1) reward function (1) natural language (1) experience replay (1) deep q-learning (1) textual domain knowledge (1) option learning (1)

Papers

Multitask Soft Option Learning UAI 2020 The NetHack Learning Environment NeurIPS 2020 A Survey of Reinforcement Learning Informed by Natural Language IJCAI 2019 Value Propagation Networks ICLR 2019 Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning ICML 2017