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

How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior ACL 2026
Variance Reduction via Resampling and Experience Replay AAAI 2026
GIER: Addressing Class Imbalance in GNNs Through Experience Replay AAAI 2026
Turning Failures into Value: Negative Experience Replay for RLVR via Confidence Gating and Boundary Failure Sampling ACL 2026
Pareto Continual Learning: Preference-Conditioned Learning and Adaption for Dynamic Stability-Plasticity Trade-off AAAI 2025
Contextual Experience Replay for Self-Improvement of Language Agents ACL 2025
XAutoLM: Efficient Fine-Tuning of Language Models via Meta-Learning and AutoML EMNLP 2025
Continual Learning of Personalized Generative Face Models with Experience Replay WACV 2025
Efficient Diversity-based Experience Replay for Deep Reinforcement Learning IJCAI 2025
Modular Deep Reinforcement Learning for Multi-Workload Offloading in Edge Networks IJCAI 2025
ERCI: An Explainable Experience Replay Approach with Causal Inference for Deep Reinforcement Learning AAAI 2025
Generalizing Consistency Policy to Visual RL with Prioritized Proximal Experience Regularization NIPS 2024
Continual Contrastive Spoken Language Understanding ACL 2024
Uncertainty-Guided Never-Ending Learning to Drive CVPR 2024
Enhancing Continual Learning in Visual Question Answering with Modality-Aware Feature Distillation ACL 2024
Leitner-Guided Memory Replay for Cross-lingual Continual Learning NAACL 2024
Saliency-driven Experience Replay for Continual Learning NIPS 2024
Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences EMNLP 2024
Make Bricks with a Little Straw: Large-Scale Spatio-Temporal Graph Learning with Restricted GPU-Memory Capacity IJCAI 2024
MetaReflection: Learning Instructions for Language Agents using Past Reflections EMNLP 2024
The Inter-batch Diversity of Samples in Experience Replay for Continual Learning AAAI 2024
Semi-Supervised Blind Image Quality Assessment through Knowledge Distillation and Incremental Learning AAAI 2024
Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning NIPS 2024
Online Class-Incremental Learning for Real-World Food Image Classification WACV 2024
GEAR: A GPU-Centric Experience Replay System for Large Reinforcement Learning Models ICML 2023