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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 3 of 3: papers 201 to 278 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.

• Provable Hierarchy-Based Meta-Reinforcement Learning
  18 Oct 2021 0 repositories listed
• Transformers are Meta-Reinforcement Learners
  29 Sep 2021 0 repositories listed
• Introducing Symmetries to Black Box Meta Reinforcement Learning
  22 Sep 2021 0 repositories listed
• Integrated and Adaptive Guidance and Control for Endoatmospheric Missiles via Reinforcement Learning
  8 Sep 2021 0 repositories listed
• Provably Safe Model-Based Meta Reinforcement Learning: An Abstraction-Based Approach
  3 Sep 2021 0 repositories listed
• Improved Robustness and Safety for Pre-Adaptation of Meta Reinforcement Learning with Prior Regularization
  19 Aug 2021 0 repositories listed
• Meta-Reinforcement Learning for Mastering Multiple Skills and Generalizing across Environments in Text-based Games
  1 Aug 2021 0 repositories listed
• Adaptation of Quadruped Robot Locomotion with Meta-Learning
  8 Jul 2021 0 repositories listed
• Meta-Reinforcement Learning for Heuristic Planning
  6 Jul 2021 0 repositories listed
• Disentangled Predictive Representation for Meta-Reinforcement Learning
  13 Jun 2021 0 repositories listed
• Meta Reinforcement Learning for Fast Adaptation of Hierarchical Policies
  21 May 2021 0 repositories listed
• Meta Learning the Step Size in Policy Gradient Methods
  20 May 2021 0 repositories listed
• Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-RL
  14 May 2021 0 repositories listed
• Using Meta Reinforcement Learning to Bridge the Gap between Simulation and Experiment in Energy Demand Response
  29 Apr 2021 0 repositories listed
• What is Going on Inside Recurrent Meta Reinforcement Learning Agents?
  29 Apr 2021 0 repositories listed
• Adaptive Adversarial Training for Meta Reinforcement Learning
  27 Apr 2021 0 repositories listed
• A Meta-Reinforcement Learning Approach to Process Control
  25 Mar 2021 0 repositories listed
• Robust MAML: Prioritization task buffer with adaptive learning process for model-agnostic meta-learning
  15 Mar 2021 0 repositories listed
• Meta Learning for Multi-agent Communication
  13 Mar 2021 0 repositories listed
• Improving Context-Based Meta-Reinforcement Learning with Self-Supervised Trajectory Contrastive Learning
  10 Mar 2021 0 repositories listed
• Model-based Meta Reinforcement Learning using Graph Structured Surrogate Models
  16 Feb 2021 0 repositories listed
• Meta-Reinforcement Learning for Adaptive Motor Control in Changing Robot Dynamics and Environments
  19 Jan 2021 0 repositories listed
• Learning and Fast Adaptation for Grid Emergency Control via Deep Meta Reinforcement Learning
  13 Jan 2021 0 repositories listed
• Linear Representation Meta-Reinforcement Learning for Instant Adaptation
  12 Jan 2021 0 repositories listed
• Off-Policy Meta-Reinforcement Learning Based on Feature Embedding Spaces
  6 Jan 2021 0 repositories listed
• Interpretable Meta-Reinforcement Learning with Actor-Critic Method
  1 Jan 2021 0 repositories listed
• Intrinsically Guided Exploration in Meta Reinforcement Learning
  1 Jan 2021 0 repositories listed
• Meta-Reinforcement Learning With Informed Policy Regularization
  1 Jan 2021 0 repositories listed
• PERIL: Probabilistic Embeddings for hybrid Meta-Reinforcement and Imitation Learning
  1 Jan 2021 0 repositories listed
• Performance-Weighed Policy Sampling for Meta-Reinforcement Learning
  10 Dec 2020 0 repositories listed
• Double Meta-Learning for Data Efficient Policy Optimization in Non-Stationary Environments
  21 Nov 2020 0 repositories listed
• Information-theoretic Task Selection for Meta-Reinforcement Learning
  2 Nov 2020 0 repositories listed
• Characterizing Policy Divergence for Personalized Meta-Reinforcement Learning
  9 Oct 2020 0 repositories listed
• Bayesian Meta-reinforcement Learning for Traffic Signal Control
  1 Oct 2020 0 repositories listed
• Complementary Meta-Reinforcement Learning for Fault-Adaptive Control
  26 Sep 2020 0 repositories listed
• GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning
  17 Sep 2020 0 repositories listed
• Importance Weighted Policy Learning and Adaptation
  10 Sep 2020 0 repositories listed
• Meta Reinforcement Learning-Based Lane Change Strategy for Autonomous Vehicles
  28 Aug 2020 0 repositories listed
• Safe Active Dynamics Learning and Control: A Sequential Exploration-Exploitation Framework
  26 Aug 2020 0 repositories listed
• CATCH: Context-based Meta Reinforcement Learning for Transferrable Architecture Search
  18 Jul 2020 0 repositories listed
• A Brief Look at Generalization in Visual Meta-Reinforcement Learning
  12 Jun 2020 0 repositories listed
• Explore then Execute: Adapting without Rewards via Factorized Meta-Reinforcement Learning
  12 Jun 2020 0 repositories listed
• Meta-Reinforcement Learning Robust to Distributional Shift via Model Identification and Experience Relabeling
  12 Jun 2020 0 repositories listed
• Meta-Model-Based Meta-Policy Optimization
  4 Jun 2020 0 repositories listed
• Towards intervention-centric causal reasoning in learning agents
  26 May 2020 0 repositories listed
• Meta-Reinforcement Learning for Trajectory Design in Wireless UAV Networks
  25 May 2020 0 repositories listed
• Watch, Try, Learn: Meta-Learning from Demonstrations and Rewards
  1 May 2020 0 repositories listed
• Meta-Reinforcement Learning for Robotic Industrial Insertion Tasks
  29 Apr 2020 0 repositories listed
• Learning Context-aware Task Reasoning for Efficient Meta-reinforcement Learning
  3 Mar 2020 0 repositories listed
• Multi-Agent Meta-Reinforcement Learning for Self-Powered and Sustainable Edge Computing Systems
  20 Feb 2020 0 repositories listed
• Curriculum in Gradient-Based Meta-Reinforcement Learning
  19 Feb 2020 0 repositories listed
• HMRL: Hyper-Meta Learning for Sparse Reward Reinforcement Learning Problem
  11 Feb 2020 0 repositories listed
• Analyzing Policy Distillation on Multi-Task Learning and Meta-Reinforcement Learning in Meta-World
  8 Feb 2020 0 repositories listed
• Unsupervised Curricula for Visual Meta-Reinforcement Learning
  9 Dec 2019 0 repositories listed
• MAME : Model-Agnostic Meta-Exploration
  11 Nov 2019 0 repositories listed
• State2vec: Off-Policy Successor Features Approximators
  22 Oct 2019 0 repositories listed
• Improving Generalization in Meta Reinforcement Learning using Learned Objectives
  9 Oct 2019 0 repositories listed
• MGHRL: Meta Goal-generation for Hierarchical Reinforcement Learning
  30 Sep 2019 0 repositories listed
• Consistent Meta-Reinforcement Learning via Model Identification and Experience Relabeling
  25 Sep 2019 0 repositories listed
• Efficient meta reinforcement learning via meta goal generation
  25 Sep 2019 0 repositories listed
• Hope For The Best But Prepare For The Worst: Cautious Adaptation In RL Agents
  25 Sep 2019 0 repositories listed
• Multi-task Batch Reinforcement Learning with Metric Learning
  25 Sep 2019 0 repositories listed
• Pre-training as Batch Meta Reinforcement Learning with tiMe
  25 Sep 2019 0 repositories listed
• Meta Reinforcement Learning for Sim-to-real Domain Adaptation
  16 Sep 2019 0 repositories listed
• Fast Adaptation with Meta-Reinforcement Learning for Trust Modelling in Human-Robot Interaction
  12 Aug 2019 0 repositories listed
• Watch, Try, Learn: Meta-Learning from Demonstrations and Reward
  7 Jun 2019 0 repositories listed
• Learning Exploration Policies for Model-Agnostic Meta-Reinforcement Learning
  16 May 2019 0 repositories listed
• Meta-Reinforcement Learning for Adaptive Autonomous Driving
  16 May 2019 0 repositories listed
• Learning to Reinforcement Learn by Imitation
  1 May 2019 0 repositories listed
• Guided Meta-Policy Search
  1 Apr 2019 0 repositories listed
• Meta Reinforcement Learning with Distribution of Exploration Parameters Learned by Evolution Strategies
  29 Dec 2018 0 repositories listed
• A Review of Meta-Reinforcement Learning for Deep Neural Networks Architecture Search
  20 Dec 2018 0 repositories listed
• A Review of Meta-Reinforcement Learning for Deep Neural Networks Architecture Search
  17 Dec 2018 0 repositories listed
• The effects of negative adaptation in Model-Agnostic Meta-Learning
  5 Dec 2018 0 repositories listed
• The Importance of Sampling inMeta-Reinforcement Learning
  1 Dec 2018 0 repositories listed
• Unsupervised Meta-Learning for Reinforcement Learning
  12 Jun 2018 0 repositories listed
• Meta Reinforcement Learning with Latent Variable Gaussian Processes
  20 Mar 2018 0 repositories listed
• Deep Episodic Value Iteration for Model-based Meta-Reinforcement Learning
  9 May 2017 0 repositories listed