Iou-Jen Liu

7 papers · 2019–2022 · 5 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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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (17)

Venues

ICML (2) NeurIPS (2) CoRL (1) ICCV (1) ICLR (1)

Top co-authors

Alexander Schwing (4) Unnat Jain (3) Aniruddha Kembhavi (2) Svetlana Lazebnik (2) Alexander G. Schwing (2) Luca Weihs (2) Alex Schwing (1) Pierre-yves Oudeyer (1) Jian Peng (1) Raymond Yeh (1)

Research topics

Machine Learning (6) Reinforcement Learning (6) Methods (5) Artificial Intelligence (4) Learning Types · Machine Learning (4) Deep Learning (3) Core AI (3) Learning Types · Deep Learning (3) Application Areas (2) Learning Paradigms (2) Robotics (1) Applications (1) Capabilities (1)

Keywords

deep reinforcement learning (4) knowledge distillation (2) multi-agent reinforcement learning (2) reinforcement learning (2) transfer learning (1) feature extraction (1) visual navigation (1) embodied ai (1) privileged information (1) deep neural network (1) sparse reward (1) training stability (1) policy transfer (1) query language (1) permutation invariance (1) policy distillation (1) external knowledge (1) coordinated exploration (1) cooperative multi-agent exploration (1) normalized entropy (1)

Papers

Asking for Knowledge (AFK): Training RL Agents to Query External Knowledge Using Language ICML 2022 Bridging the Imitation Gap by Adaptive Insubordination NeurIPS 2021 Cooperative Exploration for Multi-Agent Deep Reinforcement Learning ICML 2021 GridToPix: Training Embodied Agents With Minimal Supervision ICCV 2021 High-Throughput Synchronous Deep RL NeurIPS 2020 Knowledge Flow: Improve Upon Your Teachers ICLR 2019 PIC: Permutation Invariant Critic for Multi-Agent Deep Reinforcement Learning CoRL 2019