conftrace_

experience replay

99 papers

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Also known as

ER

Co-occurring keywords

continual learning (1181) catastrophic forgetting (958) deep reinforcement learning (903) reinforcement learning (4352) sample efficiency (472) off-policy learning (228) value function (295) model-based reinforcement learning (415) multi-agent reinforcement learning (538) episodic memory (86)

Papers

Dark Experience for General Continual Learning: a Strong, Simple Baseline NIPS 2020
An Equivalence between Loss Functions and Non-Uniform Sampling in Experience Replay NIPS 2020
Optimal Continual Learning has Perfect Memory and is NP-hard ICML 2020
Distill and Replay for Continual Language Learning COLING 2020
Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update NIPS 2019
Online Continual Learning with Maximal Interfered Retrieval NIPS 2019
When to use parametric models in reinforcement learning? NIPS 2019
Reconciling λ-Returns with Experience Replay NIPS 2019
Experience Replay for Continual Learning NIPS 2019
Episodic Memory in Lifelong Language Learning NIPS 2019
Contextual Memory Trees ICML 2019
Remember and Forget for Experience Replay ICML 2019
Dynamic Weights in Multi-Objective Deep Reinforcement Learning ICML 2019
Scalable Recollections for Continual Lifelong Learning AAAI 2019
Dynamic Experience Replay CORL 2019
Organizing Experience: a Deeper Look at Replay Mechanisms for Sample-Based Planning in Continuous State Domains IJCAI 2018
Time Limits in Reinforcement Learning ICML 2018
Continual Reinforcement Learning with Complex Synapses ICML 2018
Experience Selection in Deep Reinforcement Learning for Control JMLR 2018
Neural Episodic Control ICML 2017
Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning ICML 2017
Deep Reinforcement Learning of Dialogue Policies with Less Weight Updates INTERSPEECH 2017
Continuous Deep Q-Learning with Model-based Acceleration ICML 2016
A Deeper Look at Planning as Learning from Replay ICML 2015