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Reinforcement Learning (RL)

Papers archive 2025-07-28

archive papers tagged: 15,113 · with a code link: 4,749 · where Syntology ran a sample: 1,416 (1,186 with a run with no instrument failure, 230 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1,416 of 15,113 tagged: 1,186 with a run with no instrument failure, 230 where every run was a failure of Syntology's instrument)

Page 81 of 152: papers 8,001 to 8,100 of 15,113, 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.

• An information-theoretic perspective on intrinsic motivation in reinforcement learning: a survey
  19 Sep 2022 0 repositories listed
• Enforcing the consensus between Trajectory Optimization and Policy Learning for precise robot control
  19 Sep 2022 0 repositories listed
• "Guess what I'm doing": Extending legibility to sequential decision tasks
  19 Sep 2022 0 repositories listed
• Meta-Reinforcement Learning for Adaptive Control of Second Order Systems
  19 Sep 2022 0 repositories listed
• MSVIPER: Improved Policy Distillation for Reinforcement-Learning-Based Robot Navigation
  19 Sep 2022 0 repositories listed
• Rewarding Episodic Visitation Discrepancy for Exploration in Reinforcement Learning
  19 Sep 2022 0 repositories listed
• Safe reinforcement learning control for continuous-time nonlinear systems without a backup controller
  19 Sep 2022 0 repositories listed
• Transferring Knowledge for Reinforcement Learning in Contact-Rich Manipulation
  19 Sep 2022 0 repositories listed
• Evolutionary Deep Reinforcement Learning Using Elite Buffer: A Novel Approach Towards DRL Combined with EA in Continuous Control Tasks
  18 Sep 2022 0 repositories listed
• Multi-level Explanation of Deep Reinforcement Learning-based Scheduling
  18 Sep 2022 0 repositories listed
• Offline Reinforcement Learning with Instrumental Variables in Confounded Markov Decision Processes
  18 Sep 2022 0 repositories listed
• Simplifying Model-based RL: Learning Representations, Latent-space Models, and Policies with One Objective
  18 Sep 2022 0 repositories listed
• A Robust and Constrained Multi-Agent Reinforcement Learning Electric Vehicle Rebalancing Method in AMoD Systems
  17 Sep 2022 0 repositories listed
• Intrinsically Motivated Reinforcement Learning based Recommendation with Counterfactual Data Augmentation
  17 Sep 2022 0 repositories listed
• MA2QL: A Minimalist Approach to Fully Decentralized Multi-Agent Reinforcement Learning
  17 Sep 2022 0 repositories listed
• Sample-Efficient Multi-Agent Reinforcement Learning with Demonstrations for Flocking Control
  17 Sep 2022 0 repositories listed
• Sub-optimal Policy Aided Multi-Agent Reinforcement Learning for Flocking Control
  17 Sep 2022 0 repositories listed
• Conservative Dual Policy Optimization for Efficient Model-Based Reinforcement Learning
  16 Sep 2022 0 repositories listed
• Model Inversion Attacks against Graph Neural Networks
  16 Sep 2022 0 repositories listed
• Neuromuscular Reinforcement Learning to Actuate Human Limbs through FES
  16 Sep 2022 0 repositories listed
• Optimizing Industrial HVAC Systems with Hierarchical Reinforcement Learning
  16 Sep 2022 0 repositories listed
• Reinforcement Learning-Based Cooperative P2P Power Trading between DC Nanogrid Clusters with Wind and PV Energy Resources
  16 Sep 2022 0 repositories listed
• Trustworthy Reinforcement Learning Against Intrinsic Vulnerabilities: Robustness, Safety, and Generalizability
  16 Sep 2022 0 repositories listed
• Value Summation: A Novel Scoring Function for MPC-based Model-based Reinforcement Learning
  16 Sep 2022 0 repositories listed
• Can Offline Reinforcement Learning Help Natural Language Understanding?
  15 Sep 2022 0 repositories listed
• Deep Reinforcement Learning for Task Offloading in UAV-Aided Smart Farm Networks
  15 Sep 2022 0 repositories listed
• IoT-Aerial Base Station Task Offloading with Risk-Sensitive Reinforcement Learning for Smart Agriculture
  15 Sep 2022 0 repositories listed
• Mean-Field Approximation of Cooperative Constrained Multi-Agent Reinforcement Learning (CMARL)
  15 Sep 2022 0 repositories listed
• MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees
  15 Sep 2022 0 repositories listed
• ProAPT: Projection of APT Threats with Deep Reinforcement Learning
  15 Sep 2022 0 repositories listed
• Scalable Task-Driven Robotic Swarm Control via Collision Avoidance and Learning Mean-Field Control
  15 Sep 2022 0 repositories listed
• Understanding Deep Neural Function Approximation in Reinforcement Learning via ε-Greedy Exploration
  15 Sep 2022 0 repositories listed
• Analysis of Reinforcement Learning for determining task replication in workflows
  14 Sep 2022 0 repositories listed
• Distributionally Robust Offline Reinforcement Learning with Linear Function Approximation
  14 Sep 2022 0 repositories listed
• Feature-Rich Long-term Bitcoin Trading Assistant
  14 Sep 2022 0 repositories listed
• Robust Constrained Reinforcement Learning
  14 Sep 2022 0 repositories listed
• A new Reinforcement Learning framework to discover natural flavor molecules
  13 Sep 2022 0 repositories listed
• Active Perception Applied To Unmanned Aerial Vehicles Through Deep Reinforcement Learning
  13 Sep 2022 0 repositories listed
• Data efficient reinforcement learning and adaptive optimal perimeter control of network traffic dynamics
  13 Sep 2022 0 repositories listed
• Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization
  13 Sep 2022 0 repositories listed
• Skip Training for Multi-Agent Reinforcement Learning Controller for Industrial Wave Energy Converters
  13 Sep 2022 0 repositories listed
• Unifying Causal Inference and Reinforcement Learning using Higher-Order Category Theory
  13 Sep 2022 0 repositories listed
• Checklist Models for Improved Output Fluency in Piano Fingering Prediction
  12 Sep 2022 0 repositories listed
• Deterministic Sequencing of Exploration and Exploitation for Reinforcement Learning
  12 Sep 2022 0 repositories listed
• Self-supervised Sequential Information Bottleneck for Robust Exploration in Deep Reinforcement Learning
  12 Sep 2022 0 repositories listed
• Pathfinding in Random Partially Observable Environments with Vision-Informed Deep Reinforcement Learning
  11 Sep 2022 0 repositories listed
• Performance-Driven Controller Tuning via Derivative-Free Reinforcement Learning
  11 Sep 2022 0 repositories listed
• Cooperation and Competition: Flocking with Evolutionary Multi-Agent Reinforcement Learning
  10 Sep 2022 0 repositories listed
• Safe Reinforcement Learning with Contrastive Risk Prediction
  10 Sep 2022 0 repositories listed
• Task-Agnostic Learning to Accomplish New Tasks
  9 Sep 2022 0 repositories listed
• An Analysis of Deep Reinforcement Learning Agents for Text-based Games
  9 Sep 2022 0 repositories listed
• Robust Policy Optimization in Continuous-time Mixed ℋ₂/ℋ_∞ Stochastic Control
  9 Sep 2022 0 repositories listed
• RASR: Risk-Averse Soft-Robust MDPs with EVaR and Entropic Risk
  9 Sep 2022 0 repositories listed
• A Survey on Large-Population Systems and Scalable Multi-Agent Reinforcement Learning
  8 Sep 2022 0 repositories listed
• Hybrid Supervised and Reinforcement Learning for the Design and Optimization of Nanophotonic Structures
  8 Sep 2022 0 repositories listed
• Non-iterative generation of an optimal mesh for a blade passage using deep reinforcement learning
  8 Sep 2022 0 repositories listed
• A Deep Reinforcement Learning Strategy for UAV Autonomous Landing on a Platform
  7 Sep 2022 0 repositories listed
• A SUMO Framework for Deep Reinforcement Learning Experiments Solving Electric Vehicle Charging Dispatching Problem
  7 Sep 2022 0 repositories listed
• Concept-modulated model-based offline reinforcement learning for rapid generalization
  7 Sep 2022 0 repositories listed
• DC-MRTA: Decentralized Multi-Robot Task Allocation and Navigation in Complex Environments
  7 Sep 2022 0 repositories listed
• Distilling Deep RL Models Into Interpretable Neuro-Fuzzy Systems
  7 Sep 2022 0 repositories listed
• Energy Optimization of Wind Turbines via a Neural Control Policy Based on Reinforcement Learning Markov Chain Monte Carlo Algorithm
  7 Sep 2022 0 repositories listed
• On the Near-Optimality of Local Policies in Large Cooperative Multi-Agent Reinforcement Learning
  7 Sep 2022 0 repositories listed
• Finite-Time Error Bounds for Greedy-GQ
  6 Sep 2022 0 repositories listed
• Improving Assistive Robotics with Deep Reinforcement Learning
  5 Sep 2022 0 repositories listed
• Natural Policy Gradients In Reinforcement Learning Explained
  5 Sep 2022 0 repositories listed
• Prediction Based Decision Making for Autonomous Highway Driving
  5 Sep 2022 0 repositories listed
• Reinforcement learning-based optimised control for tracking of nonlinear systems with adversarial attacks
  5 Sep 2022 0 repositories listed
• SlateFree: a Model-Free Decomposition for Reinforcement Learning with Slate Actions
  5 Sep 2022 0 repositories listed
• Variational Inference for Model-Free and Model-Based Reinforcement Learning
  4 Sep 2022 0 repositories listed
• Model-Free Deep Reinforcement Learning in Software-Defined Networks
  3 Sep 2022 0 repositories listed
• Statistical CSI-based Beamforming for RIS-Aided Multiuser MISO Systems using Deep Reinforcement Learning
  3 Sep 2022 0 repositories listed
• Dialogue Evaluation with Offline Reinforcement Learning
  2 Sep 2022 0 repositories listed
• Learning Practical Communication Strategies in Cooperative Multi-Agent Reinforcement Learning
  2 Sep 2022 0 repositories listed
• Taming Multi-Agent Reinforcement Learning with Estimator Variance Reduction
  2 Sep 2022 0 repositories listed
• TarGF: Learning Target Gradient Field to Rearrange Objects without Explicit Goal Specification
  2 Sep 2022 0 repositories listed
• A Technique to Create Weaker Abstract Board Game Agents via Reinforcement Learning
  1 Sep 2022 0 repositories listed
• Deep reinforcement learning for quantum multiparameter estimation
  1 Sep 2022 0 repositories listed
• Dynamics-Adaptive Continual Reinforcement Learning via Progressive Contextualization
  1 Sep 2022 0 repositories listed
• MetaTrader: An Reinforcement Learning Approach Integrating Diverse Policies for Portfolio Optimization
  1 Sep 2022 0 repositories listed
• Systems Theoretic Process Analysis of a Run Time Assured Neural Network Control System
  1 Sep 2022 0 repositories listed
• A stabilizing reinforcement learning approach for sampled systems with partially unknown models
  31 Aug 2022 0 repositories listed
• Deep Anomaly Detection and Search via Reinforcement Learning
  31 Aug 2022 0 repositories listed
• Transmit Power Control for Indoor Small Cells: A Method Based on Federated Reinforcement Learning
  31 Aug 2022 0 repositories listed
• A further exploration of deep Multi-Agent Reinforcement Learning with Hybrid Action Space
  30 Aug 2022 0 repositories listed
• An Analysis of Model-Based Reinforcement Learning From Abstracted Observations
  30 Aug 2022 0 repositories listed
• Beyond Supervised Continual Learning: a Review
  30 Aug 2022 0 repositories listed
• Digital Twin Assisted Risk-Aware Sleep Mode Management Using Deep Q-Networks
  30 Aug 2022 0 repositories listed
• Distributed Ensembles of Reinforcement Learning Agents for Electricity Control
  30 Aug 2022 0 repositories listed
• Evolutionary Deep Reinforcement Learning for Dynamic Slice Management in O-RAN
  30 Aug 2022 0 repositories listed
• Model-Based Reinforcement Learning with SINDy
  30 Aug 2022 0 repositories listed
• Categorical semantics of compositional reinforcement learning
  29 Aug 2022 0 repositories listed
• Reinforcement Learning for Hardware Security: Opportunities, Developments, and Challenges
  29 Aug 2022 0 repositories listed
• Understanding the Limits of Poisoning Attacks in Episodic Reinforcement Learning
  29 Aug 2022 0 repositories listed
• Normality-Guided Distributional Reinforcement Learning for Continuous Control
  28 Aug 2022 0 repositories listed
• RL-DistPrivacy: Privacy-Aware Distributed Deep Inference for low latency IoT systems
  27 Aug 2022 0 repositories listed
• SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement Learning
  27 Aug 2022 0 repositories listed
• An approach to implement Reinforcement Learning for Heterogeneous Vehicular Networks
  26 Aug 2022 0 repositories listed
• ATTRITION: Attacking Static Hardware Trojan Detection Techniques Using Reinforcement Learning
  26 Aug 2022 0 repositories listed
• CH-MARL: A Multimodal Benchmark for Cooperative, Heterogeneous Multi-Agent Reinforcement Learning
  26 Aug 2022 0 repositories listed