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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 101 of 152: papers 10,001 to 10,100 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 Elementary Proof that Q-learning Converges Almost Surely
  5 Aug 2021 0 repositories listed
• Beyond No Regret: Instance-Dependent PAC Reinforcement Learning
  5 Aug 2021 0 repositories listed
• Deep Reinforcement Learning for Continuous Docking Control of Autonomous Underwater Vehicles: A Benchmarking Study
  5 Aug 2021 0 repositories listed
• Distilling Neuron Spike with High Temperature in Reinforcement Learning Agents
  5 Aug 2021 0 repositories listed
• DRL-based Slice Placement Under Non-Stationary Conditions
  5 Aug 2021 0 repositories listed
• Ensemble Consensus-based Representation Deep Reinforcement Learning for Hybrid FSO/RF Communication Systems
  5 Aug 2021 0 repositories listed
• Lyapunov Robust Constrained-MDPs: Soft-Constrained Robustly Stable Policy Optimization under Model Uncertainty
  5 Aug 2021 0 repositories listed
• Mean-Field Multi-Agent Reinforcement Learning: A Decentralized Network Approach
  5 Aug 2021 0 repositories listed
• On the Robustness of Controlled Deep Reinforcement Learning for Slice Placement
  5 Aug 2021 0 repositories listed
• Online Model-Free Reinforcement Learning for the Automatic Control of a Flexible Wing Aircraft
  5 Aug 2021 0 repositories listed
• Reinforcement Learning for Intelligent Healthcare Systems: A Comprehensive Survey
  5 Aug 2021 0 repositories listed
• Responding to Illegal Activities Along the Canadian Coastlines Using Reinforcement Learning
  5 Aug 2021 0 repositories listed
• RIS-assisted UAV Communications for IoT with Wireless Power Transfer Using Deep Reinforcement Learning
  5 Aug 2021 0 repositories listed
• Offline Decentralized Multi-Agent Reinforcement Learning
  4 Aug 2021 0 repositories listed
• Parallelized Reverse Curriculum Generation
  4 Aug 2021 0 repositories listed
• Policy Gradients Incorporating the Future
  4 Aug 2021 0 repositories listed
• Accelerating the Learning of TAMER with Counterfactual Explanations
  3 Aug 2021 0 repositories listed
• Controlled Deep Reinforcement Learning for Optimized Slice Placement
  3 Aug 2021 0 repositories listed
• Deep Reinforcement Learning Based Networked Control with Network Delays for Signal Temporal Logic Specifications
  3 Aug 2021 0 repositories listed
• Factor Representation and Decision Making in Stock Markets Using Deep Reinforcement Learning
  3 Aug 2021 0 repositories listed
• Optimal Management of the Peak Power Penalty for Smart Grids Using MPC-based Reinforcement Learning
  3 Aug 2021 0 repositories listed
• Adversarial Attacks Against Deep Reinforcement Learning Framework in Internet of Vehicles
  2 Aug 2021 0 repositories listed
• A Proposal: Interactively Learning to Summarise Timelines by Reinforcement Learning
  1 Aug 2021 0 repositories listed
• A Reinforcement Learning Approach for Scheduling in mmWave Networks
  1 Aug 2021 0 repositories listed
• A survey of Monte Carlo methods for noisy and costly densities with application to reinforcement learning and ABC
  1 Aug 2021 0 repositories listed
• Better Chinese Sentence Segmentation with Reinforcement Learning
  1 Aug 2021 0 repositories listed
• Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations
  1 Aug 2021 0 repositories listed
• Interactive Reinforcement Learning for Table Balancing Robot
  1 Aug 2021 0 repositories listed
• Language-based General Action Template for Reinforcement Learning Agents
  1 Aug 2021 0 repositories listed
• Low-Resource Machine Translation based on Asynchronous Dynamic Programming
  1 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
• Rule-Aware Reinforcement Learning for Knowledge Graph Reasoning
  1 Aug 2021 0 repositories listed
• UAV Trajectory Planning in Wireless Sensor Networks for Energy Consumption Minimization by Deep Reinforcement Learning
  1 Aug 2021 0 repositories listed
• An Intelligent Energy Management Framework for Hybrid-Electric Propulsion Systems Using Deep Reinforcement Learning
  31 Jul 2021 0 repositories listed
• Inverse Reinforcement Learning for Strategy Identification
  31 Jul 2021 0 repositories listed
• Learning to Control DC Motor for Micromobility in Real Time with Reinforcement Learning
  31 Jul 2021 0 repositories listed
• Physics-informed Dyna-Style Model-Based Deep Reinforcement Learning for Dynamic Control
  31 Jul 2021 0 repositories listed
• Maximum Entropy Dueling Network Architecture in Atari Domain
  30 Jul 2021 0 repositories listed
• Neural Network Based Model Predictive Control for an Autonomous Vehicle
  30 Jul 2021 0 repositories listed
• Incorporation of Deep Neural Network & Reinforcement Learning with Domain Knowledge
  29 Jul 2021 0 repositories listed
• Lyapunov-based uncertainty-aware safe reinforcement learning
  29 Jul 2021 0 repositories listed
• Non-Markovian Reinforcement Learning using Fractional Dynamics
  29 Jul 2021 0 repositories listed
• RSO: A Novel Reinforced Swarm Optimization Algorithm for Feature Selection
  29 Jul 2021 0 repositories listed
• Survey of Recent Multi-Agent Reinforcement Learning Algorithms Utilizing Centralized Training
  29 Jul 2021 0 repositories listed
• A Deep Graph Reinforcement Learning Model for Improving User Experience in Live Video Streaming
  28 Jul 2021 0 repositories listed
• Packet Routing with Graph Attention Multi-agent Reinforcement Learning
  28 Jul 2021 0 repositories listed
• Fully Autonomous Real-World Reinforcement Learning with Applications to Mobile Manipulation
  28 Jul 2021 0 repositories listed
• Value-Based Reinforcement Learning for Continuous Control Robotic Manipulation in Multi-Task Sparse Reward Settings
  28 Jul 2021 0 repositories listed
• Deep Reinforcement Learning for L3 Slice Localization in Sarcopenia Assessment
  27 Jul 2021 0 repositories listed
• Human-Level Reinforcement Learning through Theory-Based Modeling, Exploration, and Planning
  27 Jul 2021 0 repositories listed
• Autonomous Reinforcement Learning via Subgoal Curricula
  27 Jul 2021 0 repositories listed
• Reinforcement Learning with Formal Performance Metrics for Quadcopter Attitude Control under Non-nominal Contexts
  27 Jul 2021 0 repositories listed
• Asynchronous Distributed Reinforcement Learning for LQR Control via Zeroth-Order Block Coordinate Descent
  26 Jul 2021 0 repositories listed
• Playtesting: What is Beyond Personas
  26 Jul 2021 0 repositories listed
• DR2L: Surfacing Corner Cases to Robustify Autonomous Driving via Domain Randomization Reinforcement Learning
  25 Jul 2021 0 repositories listed
• Reinforced Imitation Learning by Free Energy Principle
  25 Jul 2021 0 repositories listed
• Cooperative Exploration for Multi-Agent Deep Reinforcement Learning
  23 Jul 2021 0 repositories listed
• Learning Quadruped Locomotion Policies using Logical Rules
  23 Jul 2021 0 repositories listed
• A reinforcement learning approach to resource allocation in genomic selection
  22 Jul 2021 0 repositories listed
• A Deep Reinforcement Learning Approach for Fair Traffic Signal Control
  21 Jul 2021 0 repositories listed
• Bayesian Controller Fusion: Leveraging Control Priors in Deep Reinforcement Learning for Robotics
  21 Jul 2021 0 repositories listed
• Reinforcement Learning Agent Training with Goals for Real World Tasks
  21 Jul 2021 0 repositories listed
• Learning Altruistic Behaviours in Reinforcement Learning without External Rewards
  20 Jul 2021 0 repositories listed
• Improved Reinforcement Learning in Cooperative Multi-agent Environments Using Knowledge Transfer
  20 Jul 2021 0 repositories listed
• Proximal Policy Optimization for Tracking Control Exploiting Future Reference Information
  20 Jul 2021 0 repositories listed
• An Analysis of Reinforcement Learning for Malaria Control
  19 Jul 2021 0 repositories listed
• Constraints Penalized Q-learning for Safe Offline Reinforcement Learning
  19 Jul 2021 0 repositories listed
• Multimodal Reward Shaping for Efficient Exploration in Reinforcement Learning
  19 Jul 2021 0 repositories listed
• Provably Efficient Multi-Task Reinforcement Learning with Model Transfer
  19 Jul 2021 0 repositories listed
• Structured World Belief for Reinforcement Learning in POMDP
  19 Jul 2021 0 repositories listed
• A New Representation of Successor Features for Transfer across Dissimilar Environments
  18 Jul 2021 0 repositories listed
• High-Accuracy Model-Based Reinforcement Learning, a Survey
  17 Jul 2021 0 repositories listed
• On the Robustness of Deep Reinforcement Learning in IRS-Aided Wireless Communications Systems
  17 Jul 2021 0 repositories listed
• Boosting the Convergence of Reinforcement Learning-based Auto-pruning Using Historical Data
  16 Jul 2021 0 repositories listed
• Decentralized Multi-Agent Reinforcement Learning for Task Offloading Under Uncertainty
  16 Jul 2021 0 repositories listed
• Learning Heuristics for Template-based CEGIS of Loop Invariants with Reinforcement Learning
  16 Jul 2021 0 repositories listed
• Geometric Value Iteration: Dynamic Error-Aware KL Regularization for Reinforcement Learning
  16 Jul 2021 0 repositories listed
• MODRL/D-EL: Multiobjective Deep Reinforcement Learning with Evolutionary Learning for Multiobjective Optimization
  16 Jul 2021 0 repositories listed
• Robust Risk-Sensitive Reinforcement Learning Agents for Trading Markets
  16 Jul 2021 0 repositories listed
• Deep Reinforcement Learning based Dynamic Optimization of Bus Timetable
  15 Jul 2021 0 repositories listed
• Evaluation of Human-AI Teams for Learned and Rule-Based Agents in Hanabi
  15 Jul 2021 0 repositories listed
• High-level Decisions from a Safe Maneuver Catalog with Reinforcement Learning for Safe and Cooperative Automated Merging
  15 Jul 2021 0 repositories listed
• Minimizing Safety Interference for Safe and Comfortable Automated Driving with Distributional Reinforcement Learning
  15 Jul 2021 0 repositories listed
• MURAL: Meta-Learning Uncertainty-Aware Rewards for Outcome-Driven Reinforcement Learning
  15 Jul 2021 0 repositories listed
• NeuSaver: Neural Adaptive Power Consumption Optimization for Mobile Video Streaming
  15 Jul 2021 0 repositories listed
• Reinforcement Learning for Education: Opportunities and Challenges
  15 Jul 2021 0 repositories listed
• Experimental Evidence that Empowerment May Drive Exploration in Sparse-Reward Environments
  14 Jul 2021 0 repositories listed
• Going Beyond Linear RL: Sample Efficient Neural Function Approximation
  14 Jul 2021 0 repositories listed
• Mixing Human Demonstrations with Self-Exploration in Experience Replay for Deep Reinforcement Learning
  14 Jul 2021 0 repositories listed
• Model-free Reinforcement Learning for Robust Locomotion using Demonstrations from Trajectory Optimization
  14 Jul 2021 0 repositories listed
• Plan-Based Relaxed Reward Shaping for Goal-Directed Tasks
  14 Jul 2021 0 repositories listed
• QoS-Aware Scheduling in New Radio Using Deep Reinforcement Learning
  14 Jul 2021 0 repositories listed
• Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot
  14 Jul 2021 0 repositories listed
• A Deep Reinforcement Learning Approach for Traffic Signal Control Optimization
  13 Jul 2021 0 repositories listed
• Cautious Policy Programming: Exploiting KL Regularization in Monotonic Policy Improvement for Reinforcement Learning
  13 Jul 2021 0 repositories listed
• Model Selection for Generic Reinforcement Learning
  13 Jul 2021 0 repositories listed
• Pessimistic Model-based Offline Reinforcement Learning under Partial Coverage
  13 Jul 2021 0 repositories listed
• Why Generalization in RL is Difficult: Epistemic POMDPs and Implicit Partial Observability
  13 Jul 2021 0 repositories listed
• A Simple Reward-free Approach to Constrained Reinforcement Learning
  12 Jul 2021 0 repositories listed
• Polynomial Time Reinforcement Learning in Factored State MDPs with Linear Value Functions
  12 Jul 2021 0 repositories listed