https://openreview.net/forum?id=b5ybNM1d5O
Streaming Linear System Identification with Reverse Experience Replay | OpenReview
A novel one pass, stochastic gradient based streaming algorithm which achieves near optimal performance for linear system identification
linear systemidentification withexperience replaystreamingreverse
https://openreview.net/forum?id=5_4sXM_HRL
Prioritized offline Goal-swapping Experience Replay | OpenReview
In goal-conditioned offline reinforcement learning, an agent learns from previously collected data to go to an arbitrary goal. Since the offline data only...
experience replayofflinegoalswappingopenreview
https://openreview.net/forum?id=WxHTSPS2pi
Uncertainty-Based Experience Replay for Task-Agnostic Continual Reinforcement Learning | OpenReview
Model-based reinforcement learning uses a learned dynamics model to imagine actions and select those with the best expected outcomes. An experience replay...
experience replayreinforcement learninguncertaintybased
https://openreview.net/forum?id=FeFIzwifdoL
Hindsight Task Relabelling: Experience Replay for Sparse Reward Meta-RL | OpenReview
Meta-RL algorithms struggle with sparse reward environments and often require a dense reward function for training - we fix this by applying ideas from...
experience replayhindsighttaskrelabelling
https://arxiv.org/abs/2507.07451
[2507.07451] RLEP: Reinforcement Learning with Experience Replay for LLM Reasoning
Abstract page for arXiv paper 2507.07451: RLEP: Reinforcement Learning with Experience Replay for LLM Reasoning
reinforcement learningexperience replay
https://arxiv.org/abs/2604.13038
[2604.13038] Uncertainty-Weighted Experience Replay for Continual MIMO Channel Prediction
Abstract page for arXiv paper 2604.13038: Uncertainty-Weighted Experience Replay for Continual MIMO Channel Prediction
experience replayuncertaintyweighted
https://openreview.net/forum?id=yqQJGTDGXN&referrer=%5Bthe%20profile%20of%20A.%20Rupam%20Mahmood%5D(%2Fprofile%3Fid%3D~A._Rupam_Mahmood1)
Deep Reinforcement Learning Without Experience Replay, Target Networks, or Batch Updates |...
Natural intelligence processes experience as a continuous stream, sensing, acting, and learning moment-by-moment in real time. Streaming learning, the modus...
deep reinforcement learningwithout experience
https://openreview.net/forum?id=Byf5-30qFX
DHER: Hindsight Experience Replay for Dynamic Goals | OpenReview
Dealing with sparse rewards is one of the most important challenges in reinforcement learning (RL), especially when a goal is dynamic (e.g., to grasp a moving...
experience replaydherhindsightdynamicgoals
https://arxiv.org/abs/2303.02135
[2303.02135] Eventual Discounting Temporal Logic Counterfactual Experience Replay
Abstract page for arXiv paper 2303.02135: Eventual Discounting Temporal Logic Counterfactual Experience Replay
temporal logic230302135eventualdiscounting
https://matomo.org/session-recordings/
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