Semantic Tracklets: An Object-Centric Representation for Visual
Multi-Agent Reinforcement Learning

Semantic Tracklets: An Object-Centric Representation for Visual Multi-Agent Reinforcement Learning

6 August 2021

Papers citing "Semantic Tracklets: An Object-Centric Representation for Visual Multi-Agent Reinforcement Learning"

15 / 15 papers shown

Title
Group Downsampling with Equivariant Anti-aliasing Md Ashiqur Rahman Raymond A. Yeh 63 1 0 24 Apr 2025
BlendRL: A Framework for Merging Symbolic and Neural Policy Learning Hikaru Shindo Quentin Delfosse D. Dhami Kristian Kersting 33 3 0 15 Oct 2024
Truly Scale-Equivariant Deep Nets with Fourier Layers Md Ashiqur Rahman Raymond A. Yeh 42 8 0 06 Nov 2023
Boosting Studies of Multi-Agent Reinforcement Learning on Google Research Football Environment: the Past, Present, and Future Yan Song He Jiang Haifeng Zhang Zheng Tian Weinan Zhang Jun Wang OffRL 16 8 0 22 Sep 2023
OCAtari: Object-Centric Atari 2600 Reinforcement Learning Environments Quentin Delfosse Jannis Blüml Bjarne Gregori Sebastian Sztwiertnia Kristian Kersting 27 17 0 14 Jun 2023
Making Vision Transformers Truly Shift-Equivariant Renan A. Rojas-Gomez Teck-Yian Lim Minh N. Do Raymond A. Yeh ViT 14 7 0 25 May 2023
Adaptive action supervision in reinforcement learning from real-world multi-agent demonstrations Keisuke Fujii Kazushi Tsutsui Atom Scott Hiroshi Nakahara Naoya Takeishi Yoshinobu Kawahara 11 6 0 22 May 2023
Last-Mile Embodied Visual Navigation Justin Wasserman Karmesh Yadav Girish Chowdhary Abhi Gupta Unnat Jain 28 34 0 21 Nov 2022
Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks Renan A. Rojas-Gomez Teck-Yian Lim A. Schwing Minh Do Raymond A. Yeh 13 9 0 14 Oct 2022
MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees Zichuan Liu Zichuan Liu Zhi Wang Yuanyang Zhu Chunlin Chen 40 5 0 15 Sep 2022
Equivariance Discovery by Learned Parameter-Sharing Raymond A. Yeh Yuan-Ting Hu M. Hasegawa-Johnson A. Schwing FedML 14 14 0 07 Apr 2022
Slot-VPS: Object-centric Representation Learning for Video Panoptic Segmentation Yi Zhou Hui Zhang Hana Lee Shuyang Sun Pingjun Li Yangguang Zhu ByungIn Yoo Xiaojuan Qi Jae-Joon Han VOS 17 26 0 16 Dec 2021
The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation Xiaoming Zhao Harsh Agrawal Dhruv Batra A. Schwing 20 40 0 26 Aug 2021
GridToPix: Training Embodied Agents with Minimal Supervision Unnat Jain Iou-Jen Liu Svetlana Lazebnik Aniruddha Kembhavi Luca Weihs A. Schwing 20 21 0 14 Apr 2021
MAVEN: Multi-Agent Variational Exploration Anuj Mahajan Tabish Rashid Mikayel Samvelyan Shimon Whiteson DRL 128 350 0 16 Oct 2019