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Meta Reinforcement Learning

Papers

Showing 201250 of 278 papers

TitleStatusHype
Contextual Transformer for Offline Meta Reinforcement Learning0
Continual Meta-Reinforcement Learning for UAV-Aided Vehicular Wireless Networks0
Curriculum in Gradient-Based Meta-Reinforcement Learning0
Data-Efficient Task Generalization via Probabilistic Model-based Meta Reinforcement Learning0
Deep Episodic Value Iteration for Model-based Meta-Reinforcement Learning0
Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization0
Disentangled Predictive Representation for Meta-Reinforcement Learning0
Distributionally Adaptive Meta Reinforcement Learning0
Doing the right thing for the right reason: Evaluating artificial moral cognition by probing cost insensitivity0
Double Meta-Learning for Data Efficient Policy Optimization in Non-Stationary Environments0
Dream to Adapt: Meta Reinforcement Learning by Latent Context Imagination and MDP Imagination0
Dynamic Channel Access via Meta-Reinforcement Learning0
DynaMITE-RL: A Dynamic Model for Improved Temporal Meta-Reinforcement Learning0
Efficient meta reinforcement learning via meta goal generation0
MGHRL: Meta Goal-generation for Hierarchical Reinforcement Learning0
Embodied World Models Emerge from Navigational Task in Open-Ended Environments0
Emergence of Collective Open-Ended Exploration from Decentralized Meta-Reinforcement Learning0
Emergence of Implicit World Models from Mortal Agents0
Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-RL0
Explore then Execute: Adapting without Rewards via Factorized Meta-Reinforcement Learning0
Fast Adaptation with Meta-Reinforcement Learning for Trust Modelling in Human-Robot Interaction0
Fast and Optimal Adaptive Tracking Control: A Novel Meta-Reinforcement Learning via Conditional Generative Adversarial Net0
Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments0
Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization0
GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning0
GraMeR: Graph Meta Reinforcement Learning for Multi-Objective Influence Maximization0
Guided Meta-Policy Search0
Hierarchical Meta-Reinforcement Learning via Automated Macro-Action Discovery0
Hierarchical Multi-agent Meta-Reinforcement Learning for Cross-channel Bidding0
Hierarchical Transformers are Efficient Meta-Reinforcement Learners0
Hindsight Task Relabelling: Experience Replay for Sparse Reward Meta-RL0
Hope For The Best But Prepare For The Worst: Cautious Adaptation In RL Agents0
Human-Timescale Adaptation in an Open-Ended Task Space0
HMRL: Hyper-Meta Learning for Sparse Reward Reinforcement Learning Problem0
Hypothesis Network Planned Exploration for Rapid Meta-Reinforcement Learning Adaptation0
Importance Sampling-Guided Meta-Training for Intelligent Agents in Highly Interactive Environments0
Importance Weighted Policy Learning and Adaptation0
Improving Context-Based Meta-Reinforcement Learning with Self-Supervised Trajectory Contrastive Learning0
Improving Generalization in Meta Reinforcement Learning using Learned Objectives0
In-context learning agents are asymmetric belief updaters0
Information-theoretic Task Selection for Meta-Reinforcement Learning0
InstructRAG: Leveraging Retrieval-Augmented Generation on Instruction Graphs for LLM-Based Task Planning0
Integrated and Adaptive Guidance and Control for Endoatmospheric Missiles via Reinforcement Learning0
Interpretable Meta-Reinforcement Learning with Actor-Critic Method0
Intrinsically Guided Exploration in Meta Reinforcement Learning0
Introducing Symmetries to Black Box Meta Reinforcement Learning0
Learning Action Translator for Meta Reinforcement Learning on Sparse-Reward Tasks0
Learning and Fast Adaptation for Grid Emergency Control via Deep Meta Reinforcement Learning0
Learning Context-aware Task Reasoning for Efficient Meta-reinforcement Learning0
Learning Exploration Policies for Model-Agnostic Meta-Reinforcement Learning0
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