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

Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning NIPS 2022
Remember More by Recalling Less: Investigating the Role of Batch Size in Continual Learning with Experience Replay (Student Abstract) AAAI 2021
Improved Regret Bound and Experience Replay in Regularized Policy Iteration ICML 2021
Continual Neural Mapping: Learning an Implicit Scene Representation From Sequential Observations ICCV 2021
Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay AAAI 2021
Using Hindsight to Anchor Past Knowledge in Continual Learning AAAI 2021
Lifelong Domain Adaptation via Consolidated Internal Distribution NIPS 2021
Collect & Infer - a fresh look at data-efficient Reinforcement Learning CORL 2021
Detection and Continual Learning of Novel Face Presentation Attacks ICCV 2021
Lifelong Explainer for Lifelong Learners EMNLP 2021
Near-optimal Offline and Streaming Algorithms for Learning Non-Linear Dynamical Systems NIPS 2021
Hit and Lead Discovery with Explorative RL and Fragment-based Molecule Generation NIPS 2021
Regret Minimization Experience Replay in Off-Policy Reinforcement Learning NIPS 2021
Improving Computational Efficiency in Visual Reinforcement Learning via Stored Embeddings NIPS 2021
Streaming Linear System Identification with Reverse Experience Replay NIPS 2021
Hindsight Task Relabelling: Experience Replay for Sparse Reward Meta-RL NIPS 2021
An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training EMNLP 2020
Continual Learning in Low-rank Orthogonal Subspaces NIPS 2020
Optimal Exploration Algorithm of Multi-Agent Reinforcement Learning Methods (Student Abstract) AAAI 2020
A Theoretical Analysis of Deep Q-Learning L4DC 2020
Potential Driven Reinforcement Learning for Hard Exploration Tasks IJCAI 2020
Attentive Experience Replay AAAI 2020
Off-Policy Actor-Critic with Shared Experience Replay ICML 2020
Least Squares Regression with Markovian Data: Fundamental Limits and Algorithms NIPS 2020
Revisiting Fundamentals of Experience Replay ICML 2020