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Meta Reinforcement Learning

Papers archive 2025-07-28

archive papers tagged: 278 · with a code link: 103 · where Syntology ran a sample: 39 (32 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (39 of 278 tagged: 32 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 278, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Concurrent Meta Reinforcement Learning
  7 Mar 2019 1 repository listed
• Causal Reasoning from Meta-reinforcement Learning
  23 Jan 2019 1 repository listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Introducing Neuromodulation in Deep Neural Networks to Learn Adaptive Behaviours
  21 Dec 2018 1 repository listed
• Meta-Reinforcement Learning for Fast and Data-Efficient Spectrum Allocation in Dynamic Wireless Networks
  13 Jul 2025 0 repositories listed
• Scaling Algorithm Distillation for Continuous Control with Mamba
  16 Jun 2025 0 repositories listed
• Unsupervised Meta-Testing with Conditional Neural Processes for Hybrid Meta-Reinforcement Learning
  4 Jun 2025 0 repositories listed
• Meta-reinforcement learning with minimum attention
  22 May 2025 0 repositories listed
• Fast and Robust: Task Sampling with Posterior and Diversity Synergies for Adaptive Decision-Makers in Randomized Environments
  27 Apr 2025 0 repositories listed
• InstructRAG: Leveraging Retrieval-Augmented Generation on Instruction Graphs for LLM-Based Task Planning
  17 Apr 2025 0 repositories listed
• Embodied World Models Emerge from Navigational Task in Open-Ended Environments
  15 Apr 2025 0 repositories listed
• UAS Visual Navigation in Large and Unseen Environments via a Meta Agent
  20 Mar 2025 0 repositories listed
• Meta-Reinforcement Learning with Discrete World Models for Adaptive Load Balancing
  11 Mar 2025 0 repositories listed
• Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning
  10 Mar 2025 0 repositories listed
• Teleology-Driven Affective Computing: A Causal Framework for Sustained Well-Being
  24 Feb 2025 0 repositories listed
• PRISM: A Robust Framework for Skill-based Meta-Reinforcement Learning with Noisy Demonstrations
  6 Feb 2025 0 repositories listed Syntology 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 4 pointer-only (licence)
• Toward Task Generalization via Memory Augmentation in Meta-Reinforcement Learning
  3 Feb 2025 0 repositories listed
• TIMRL: A Novel Meta-Reinforcement Learning Framework for Non-Stationary and Multi-Task Environments
  13 Jan 2025 0 repositories listed
• Hierarchical Multi-agent Meta-Reinforcement Learning for Cross-channel Bidding
  26 Dec 2024 0 repositories listed
• Hierarchical Meta-Reinforcement Learning via Automated Macro-Action Discovery
  16 Dec 2024 0 repositories listed
• Emergence of Implicit World Models from Mortal Agents
  19 Nov 2024 0 repositories listed
• Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator
  13 Oct 2024 0 repositories listed
• Meta Reinforcement Learning Approach for Adaptive Resource Optimization in O-RAN
  30 Sep 2024 0 repositories listed
• Solving Truly Massive Budgeted Monotonic POMDPs with Oracle-Guided Meta-Reinforcement Learning
  13 Aug 2024 0 repositories listed
• Importance Sampling-Guided Meta-Training for Intelligent Agents in Highly Interactive Environments
  22 Jul 2024 0 repositories listed
• Constrained Meta Agnostic Reinforcement Learning
  20 Jun 2024 0 repositories listed
• Memory Sequence Length of Data Sampling Impacts the Adaptation of Meta-Reinforcement Learning Agents
  18 Jun 2024 0 repositories listed
• Test-Time Regret Minimization in Meta Reinforcement Learning
  4 Jun 2024 0 repositories listed
• A CMDP-within-online framework for Meta-Safe Reinforcement Learning
  26 May 2024 0 repositories listed
• Theoretical Analysis of Meta Reinforcement Learning: Generalization Bounds and Convergence Guarantees
  22 May 2024 0 repositories listed
• Meta Reinforcement Learning for Resource Allocation in Multi-Antenna UAV Network with Rate Splitting Multiple Access
  18 May 2024 0 repositories listed
• On the Performance of Unmanned Aerial Vehicles with MIMO VLC
  18 May 2024 0 repositories listed
• DynaMITE-RL: A Dynamic Model for Improved Temporal Meta-Reinforcement Learning
  25 Feb 2024 0 repositories listed
• Hierarchical Transformers are Efficient Meta-Reinforcement Learners
  9 Feb 2024 0 repositories listed
• Analysing the Sample Complexity of Opponent Shaping
  8 Feb 2024 0 repositories listed
• In-context learning agents are asymmetric belief updaters
  6 Feb 2024 0 repositories listed
• Learning to Abstract Visuomotor Mappings using Meta-Reinforcement Learning
  5 Feb 2024 0 repositories listed
• Meta Reinforcement Learning for Strategic IoT Deployments Coverage in Disaster-Response UAV Swarms
  20 Jan 2024 0 repositories listed
• Towards an Adaptable and Generalizable Optimization Engine in Decision and Control: A Meta Reinforcement Learning Approach
  4 Jan 2024 0 repositories listed
• Meta Reinforcement Learning for Multi-Task Offloading in Vehicular Edge Computing
  1 Jan 2024 0 repositories listed
• On Task-Relevant Loss Functions in Meta-Reinforcement Learning and Online LQR
  9 Dec 2023 0 repositories listed
• Adaptive Agents and Data Quality in Agent-Based Financial Markets
  27 Nov 2023 0 repositories listed
• An MRL-Based Design Solution for RIS-Assisted MU-MIMO Wireless System under Time-Varying Channels
  15 Nov 2023 0 repositories listed
• An introduction to reinforcement learning for neuroscience
  13 Nov 2023 0 repositories listed
• Data-Efficient Task Generalization via Probabilistic Model-based Meta Reinforcement Learning
  13 Nov 2023 0 repositories listed
• Dream to Adapt: Meta Reinforcement Learning by Latent Context Imagination and MDP Imagination
  11 Nov 2023 0 repositories listed
• Hypothesis Network Planned Exploration for Rapid Meta-Reinforcement Learning Adaptation
  7 Nov 2023 0 repositories listed
• Emergence of Collective Open-Ended Exploration from Decentralized Meta-Reinforcement Learning
  1 Nov 2023 0 repositories listed
• Neurosymbolic Meta-Reinforcement Lookahead Learning Achieves Safe Self-Driving in Non-Stationary Environments
  5 Sep 2023 0 repositories listed
• Robust Driving Policy Learning with Guided Meta Reinforcement Learning
  19 Jul 2023 0 repositories listed
• Meta Generative Flow Networks with Personalization for Task-Specific Adaptation
  16 Jun 2023 0 repositories listed
• Simple Embodied Language Learning as a Byproduct of Meta-Reinforcement Learning
  14 Jun 2023 0 repositories listed
• Stepsize Learning for Policy Gradient Methods in Contextual Markov Decision Processes
  13 Jun 2023 0 repositories listed
• Doing the right thing for the right reason: Evaluating artificial moral cognition by probing cost insensitivity
  29 May 2023 0 repositories listed
• On First-Order Meta-Reinforcement Learning with Moreau Envelopes
  20 May 2023 0 repositories listed
• Meta-Reinforcement Learning Based on Self-Supervised Task Representation Learning
  29 Apr 2023 0 repositories listed
• Meta-Reinforcement Learning via Exploratory Task Clustering
  15 Feb 2023 0 repositories listed
• A Survey of Meta-Reinforcement Learning
  19 Jan 2023 0 repositories listed
• Human-Timescale Adaptation in an Open-Ended Task Space
  18 Jan 2023 0 repositories listed
• Neuro-symbolic Meta Reinforcement Learning for Trading
  15 Jan 2023 0 repositories listed
• POMRL: No-Regret Learning-to-Plan with Increasing Horizons
  30 Dec 2022 0 repositories listed
• Cognitive Level-k Meta-Learning for Safe and Pedestrian-Aware Autonomous Driving
  17 Dec 2022 0 repositories listed
• Active learning using adaptable task-based prioritisation
  3 Dec 2022 0 repositories listed
• Contextual Transformer for Offline Meta Reinforcement Learning
  15 Nov 2022 0 repositories listed
• Meta-Reinforcement Learning Using Model Parameters
  27 Oct 2022 0 repositories listed
• Uncertainty-based Meta-Reinforcement Learning for Robust Radar Tracking
  26 Oct 2022 0 repositories listed
• MetaEMS: A Meta Reinforcement Learning-based Control Framework for Building Energy Management System
  23 Oct 2022 0 repositories listed
• Distributionally Adaptive Meta Reinforcement Learning
  6 Oct 2022 0 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• Meta Reinforcement Learning for Optimal Design of Legged Robots
  6 Oct 2022 0 repositories listed
• Zero-Shot Policy Transfer with Disentangled Task Representation of Meta-Reinforcement Learning
  1 Oct 2022 0 repositories listed
• Learning from Symmetry: Meta-Reinforcement Learning with Symmetrical Behaviors and Language Instructions
  21 Sep 2022 0 repositories listed
• On the Convergence Theory of Meta Reinforcement Learning with Personalized Policies
  21 Sep 2022 0 repositories listed
• Meta-Reinforcement Learning for Adaptive Control of Second Order Systems
  19 Sep 2022 0 repositories listed
• Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization
  13 Sep 2022 0 repositories listed
• A model-based approach to meta-Reinforcement Learning: Transformers and tree search
  24 Aug 2022 0 repositories listed
• Quantum Multi-Agent Meta Reinforcement Learning
  22 Aug 2022 0 repositories listed
• Meta Reinforcement Learning with Successor Feature Based Context
  29 Jul 2022 0 repositories listed
• Learning Action Translator for Meta Reinforcement Learning on Sparse-Reward Tasks
  19 Jul 2022 0 repositories listed
• Continual Meta-Reinforcement Learning for UAV-Aided Vehicular Wireless Networks
  13 Jul 2022 0 repositories listed
• Prompting Decision Transformer for Few-Shot Policy Generalization
  27 Jun 2022 0 repositories listed
• Fast and Optimal Adaptive Tracking Control: A Novel Meta-Reinforcement Learning via Conditional Generative Adversarial Net
  24 Jun 2022 0 repositories listed
• On the Effectiveness of Fine-tuning Versus Meta-reinforcement Learning
  7 Jun 2022 0 repositories listed
• Variational Meta Reinforcement Learning for Social Robotics
  7 Jun 2022 0 repositories listed
• GraMeR: Graph Meta Reinforcement Learning for Multi-Objective Influence Maximization
  30 May 2022 0 repositories listed
• Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization
  25 May 2022 0 repositories listed
• Skill-based Meta-Reinforcement Learning
  25 Apr 2022 0 repositories listed
• Robust Meta-Reinforcement Learning with Curriculum-Based Task Sampling
  31 Mar 2022 0 repositories listed
• Meta-Reinforcement Learning for the Tuning of PI Controllers: An Offline Approach
  17 Mar 2022 0 repositories listed
• Model-Based Offline Meta-Reinforcement Learning with Regularization
  7 Feb 2022 0 repositories listed
• Meta-Reinforcement Learning with Self-Modifying Networks
  4 Feb 2022 0 repositories listed
• RELDEC: Reinforcement Learning-Based Decoding of Moderate Length LDPC Codes
  27 Dec 2021 0 repositories listed
• Dynamic Channel Access via Meta-Reinforcement Learning
  24 Dec 2021 0 repositories listed
• Biased Gradient Estimate with Drastic Variance Reduction for Meta Reinforcement Learning
  14 Dec 2021 0 repositories listed
• Meta-CPR: Generalize to Unseen Large Number of Agents with Communication Pattern Recognition Module
  14 Dec 2021 0 repositories listed
• CoMPS: Continual Meta Policy Search
  8 Dec 2021 0 repositories listed
• Hindsight Task Relabelling: Experience Replay for Sparse Reward Meta-RL
  2 Dec 2021 0 repositories listed
• On the Practical Consistency of Meta-Reinforcement Learning Algorithms
  1 Dec 2021 0 repositories listed
• MAMRL: Exploiting Multi-agent Meta Reinforcement Learning in WAN Traffic Engineering
  30 Nov 2021 0 repositories listed
• ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal Control
  15 Nov 2021 0 repositories listed
• Learning to Cooperate with Unseen Agent via Meta-Reinforcement Learning
  5 Nov 2021 0 repositories listed
• AlphaD3M: Machine Learning Pipeline Synthesis
  3 Nov 2021 0 repositories listed

Syntology lines on 3 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.