"meta-reinforcement learning" Papers

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A Bayesian Fast-Slow Framework to Mitigate Interference in Non-Stationary Reinforcement Learning

Yihuan Mao, Chongjie Zhang

BAMDP Shaping: a Unified Framework for Intrinsic Motivation and Reward Shaping

Aly Lidayan, Michael Dennis, Stuart Russell

ICLR 2025arXiv:2409.05358

Real-Time Recurrent Reinforcement Learning

Julian Lemmel, Radu Grosu

AAAI 2025paperarXiv:2311.04830

Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning

Hung Le, Dung Nguyen, Kien Do et al.

ICLR 2025arXiv:2410.10132

Deep Demonstration Tracing: Learning Generalizable Imitator Policy for Runtime Imitation from a Single Demonstration

Xiong-Hui Chen, Junyin Ye, Hang Zhao et al.

In-Context Learning Agents Are Asymmetric Belief Updaters

Johannes A. Schubert, Akshay Kumar Jagadish, Marcel Binz et al.

ICML 2024arXiv:2402.03969

Meta-Reinforcement Learning Robust to Distributional Shift Via Performing Lifelong In-Context Learning

TengYe Xu, Zihao Li, Qinyuan Ren