Distributed Prioritized Experience Replay

2 March 2018

Dan Horgan

David Budden

David Silver

Papers citing "Distributed Prioritized Experience Replay"

50 / 373 papers shown

Title
How does AI play football? An analysis of RL and real-world football strategies Atom Scott Keisuke Fujii Masaki Onishi 50 13 0 24 Nov 2021
Episodic Multi-agent Reinforcement Learning with Curiosity-Driven Exploration Lu Zheng Jiarui Chen Jianhao Wang Jiamin He Yujing Hu Yingfeng Chen Changjie Fan Yang Gao Chongjie Zhang 16 82 0 22 Nov 2021
Fast and Data-Efficient Training of Rainbow: an Experimental Study on Atari Dominik Schmidt Thomas Schmied OffRL 20 12 0 19 Nov 2021
CleanRL: High-quality Single-file Implementations of Deep Reinforcement Learning Algorithms Shengyi Huang Rousslan Fernand Julien Dossa Chang Ye Jeff Braga OffRL 11 0 0 16 Nov 2021
RLOps: Development Life-cycle of Reinforcement Learning Aided Open RAN Peizheng Li Jonathan D. Thomas Xiaoyang Wang Ahmed Khalil A. Ahmad ... S. Kapoor Arjun Parekh A. Doufexi Arman Shojaeifard Robert Piechocki AI4TS 14 37 0 12 Nov 2021
Improving Experience Replay through Modeling of Similar Transitions' Sets Daniel Eugênio Neves João Pedro Oliveira Batisteli Eduardo Felipe Lopes Lucila Ishitani Zenilton K. G. Patrocínio OffRL 11 1 0 12 Nov 2021
On the Use and Misuse of Absorbing States in Multi-agent Reinforcement Learning Andrew Cohen Ervin Teng Vincent-Pierre Berges Ruo-Ping Dong Hunter Henry Marwan Mattar Alexander Zook Sujoy Ganguly 18 33 0 10 Nov 2021
Human-Level Control without Server-Grade Hardware Brett Daley Chris Amato BDL OffRL 8 0 0 01 Nov 2021
Cooperative Deep $Q$ -learning Framework for Environments Providing Image Feedback Krishnan Raghavan Vignesh Narayanan S. Jagannathan VLM OffRL 26 1 0 28 Oct 2021
Accelerating Distributed Deep Reinforcement Learning by In-Network Experience Sampling Masaki Furukawa Hiroki Matsutani OffRL 16 1 0 26 Oct 2021
Distributed Multi-Agent Deep Reinforcement Learning Framework for Whole-building HVAC Control Vinay Hanumaiah Sahika Genc AI4CE 8 6 0 26 Oct 2021
A Versatile and Efficient Reinforcement Learning Framework for Autonomous Driving Guan-Bo Wang Haoyi Niu Desheng Zhu Jianming Hu Xianyuan Zhan Guyue Zhou OffRL 16 2 0 22 Oct 2021
Containerized Distributed Value-Based Multi-Agent Reinforcement Learning Siyang Wu Tonghan Wang Chenghao Li Yang Hu Chongjie Zhang OffRL 21 1 0 15 Oct 2021
Explaining Off-Policy Actor-Critic From A Bias-Variance Perspective Ting-Han Fan Peter J. Ramadge CML FAtt OffRL 21 2 0 06 Oct 2021
Large Batch Experience Replay Thibault Lahire M. Geist Emmanuel Rachelson OffRL 48 13 0 04 Oct 2021
Parallel Actors and Learners: A Framework for Generating Scalable RL Implementations Chi Zhang S. Kuppannagari Viktor Prasanna OffRL 11 7 0 03 Oct 2021
Sim and Real: Better Together Shirli Di-Castro Shashua Dotan DiCastro Shie Mannor 58 11 0 01 Oct 2021
Scalable Online Planning via Reinforcement Learning Fine-Tuning Arnaud Fickinger Hengyuan Hu Brandon Amos Stuart J. Russell Noam Brown 49 21 0 30 Sep 2021
Dr Jekyll and Mr Hyde: the Strange Case of Off-Policy Policy Updates Romain Laroche Rémi Tachet des Combes 40 8 0 29 Sep 2021
Deep Reinforcement Learning Versus Evolution Strategies: A Comparative Survey Amjad Yousef Majid Serge Saaybi Tomas van Rietbergen Vincent François-Lavet R. V. Prasad Chris Verhoeven OffRL 60 54 0 28 Sep 2021
Improved Soft Actor-Critic: Mixing Prioritized Off-Policy Samples with On-Policy Experience C. Banerjee Zhiyong Chen N. Noman 11 30 0 24 Sep 2021
CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research Chris Cummins Bram Wasti Jiadong Guo Brandon Cui Jason Ansel ... Jia-Wei Liu O. Teytaud Benoit Steiner Yuandong Tian Hugh Leather 31 68 0 17 Sep 2021
Evolutionary Self-Replication as a Mechanism for Producing Artificial Intelligence Samuel Schmidgall Joe Hays 35 1 0 16 Sep 2021
Exploration in Deep Reinforcement Learning: From Single-Agent to Multiagent Domain Jianye Hao Tianpei Yang Hongyao Tang Chenjia Bai Jinyi Liu Zhaopeng Meng Peng Liu Zhen Wang OffRL 36 92 0 14 Sep 2021
Learning Selective Communication for Multi-Agent Path Finding Ziyuan Ma Yudong Luo Jia Pan AI4CE 39 48 0 12 Sep 2021
Event-Based Communication in Distributed Q-Learning Daniel Jarne Ornia M. Mazo 23 1 0 03 Sep 2021
Federated Reinforcement Learning: Techniques, Applications, and Open Challenges Jiaju Qi Qihao Zhou Lei Lei Kan Zheng FedML 31 145 0 26 Aug 2021
When should agents explore? Miruna Pislar David Szepesvari Georg Ostrovski Diana Borsa Tom Schaul 40 22 0 26 Aug 2021
Neural-to-Tree Policy Distillation with Policy Improvement Criterion Zhaorong Li Yang Yu Yingfeng Chen Ke Chen Zhipeng Hu Changjie Fan 15 5 0 16 Aug 2021
QoS-Aware Scheduling in New Radio Using Deep Reinforcement Learning Jakob Stigenberg Vidit Saxena Soma Tayamon E. Ghadimi 14 2 0 14 Jul 2021
Evaluating the progress of Deep Reinforcement Learning in the real world: aligning domain-agnostic and domain-specific research J. Luis E. Crawley B. Cameron OffRL 25 6 0 07 Jul 2021
Understanding Adversarial Attacks on Observations in Deep Reinforcement Learning You Qiaoben Chengyang Ying Xinning Zhou Hang Su Jun Zhu Bo Zhang AAML 25 14 0 30 Jun 2021
Action Set Based Policy Optimization for Safe Power Grid Management Bo Zhou Hongsheng Zeng Yuecheng Liu Kejiao Li Fan Wang Hao Tian 16 21 0 29 Jun 2021
Distributed Heuristic Multi-Agent Path Finding with Communication Ziyuan Ma Yudong Luo Hang Ma 15 69 0 21 Jun 2021
Efficient Continuous Control with Double Actors and Regularized Critics Jiafei Lyu Xiaoteng Ma Jiangpeng Yan Xiu Li OffRL 11 48 0 06 Jun 2021
A Consciousness-Inspired Planning Agent for Model-Based Reinforcement Learning Mingde Zhao Zhen Liu Sitao Luan Shuyuan Zhang Doina Precup Yoshua Bengio 31 37 0 03 Jun 2021
Multi-Agent Deep Reinforcement Learning using Attentive Graph Neural Architectures for Real-Time Strategy Games Won Joon Yun Sungwon Yi Joongheon Kim 20 10 0 21 May 2021
Reinforcement Learning for Ridesharing: An Extended Survey Zhiwei Qin Hongtu Zhu Jieping Ye 39 84 0 03 May 2021
Network Defense is Not a Game Andres Molina-Markham Ransom K. Winder Ahmad Ridley AAML 17 11 0 20 Apr 2021
Podracer architectures for scalable Reinforcement Learning Matteo Hessel M. Kroiss Aidan Clark Iurii Kemaev John Quan Thomas Keck Fabio Viola H. V. Hasselt 11 37 0 13 Apr 2021
Flatland Competition 2020: MAPF and MARL for Efficient Train Coordination on a Grid World Florian Laurent Manuel Schneider Christian Scheller J. Watson Jiaoyang Li ... Nilabha Bhattacharya Shivam Agarwal A. Egli Erik Nygren Sharada Mohanty 36 28 0 30 Mar 2021
Robust Multi-Modal Policies for Industrial Assembly via Reinforcement Learning and Demonstrations: A Large-Scale Study Jianlan Luo Oleg O. Sushkov Rugile Pevceviciute Wenzhao Lian Chang Su Mel Vecerík Ning Ye S. Schaal Jonathan Scholz OffRL 21 60 0 21 Mar 2021
Large Batch Simulation for Deep Reinforcement Learning Brennan Shacklett Erik Wijmans Aleksei Petrenko Manolis Savva Dhruv Batra V. Koltun Kayvon Fatahalian 3DV OffRL AI4CE 27 26 0 12 Mar 2021
Analyzing the Hidden Activations of Deep Policy Networks: Why Representation Matters Trevor A. McInroe Michael Spurrier J. Sieber Stephen Conneely 6 0 0 11 Mar 2021
Provably Efficient Cooperative Multi-Agent Reinforcement Learning with Function Approximation Abhimanyu Dubey Alex Pentland 19 23 0 08 Mar 2021
Off-Belief Learning Hengyuan Hu Adam Lerer Brandon Cui David J. Wu Luis Pineda Noam Brown Jakob N. Foerster OffRL 13 69 0 06 Mar 2021
Low-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision Johan Bjorck Xiangyu Chen Christopher De Sa Carla P. Gomes Kilian Q. Weinberger 23 6 0 26 Feb 2021
Synthetic Returns for Long-Term Credit Assignment David Raposo Samuel Ritter Adam Santoro Greg Wayne T. Weber M. Botvinick H. V. Hasselt Francis Song AI4TS 13 34 0 24 Feb 2021
Beyond Fine-Tuning: Transferring Behavior in Reinforcement Learning Victor Campos Pablo Sprechmann S. Hansen André Barreto Steven Kapturowski Alex Vitvitskyi Adria Puigdomenech Badia Charles Blundell OffRL OnRL 33 25 0 24 Feb 2021
Balancing Rational and Other-Regarding Preferences in Cooperative-Competitive Environments Dmitry Ivanov Vladimir Egorov A. Shpilman 14 5 0 24 Feb 2021