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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 107 of 152: papers 10,601 to 10,700 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.

• Bayesian Distributional Policy Gradients
  20 Mar 2021 0 repositories listed
• Combining Pessimism with Optimism for Robust and Efficient Model-Based Deep Reinforcement Learning
  18 Mar 2021 0 repositories listed
• Deep Reinforcement Learning-Aided RAN Slicing Enforcement for B5G Latency Sensitive Services
  18 Mar 2021 0 repositories listed
• Image Synthesis for Data Augmentation in Medical CT using Deep Reinforcement Learning
  18 Mar 2021 0 repositories listed
• Maximum Entropy Reinforcement Learning with Mixture Policies
  18 Mar 2021 0 repositories listed
• Decentralized Reinforcement Learning for Multi-Target Search and Detection by a Team of Drones
  17 Mar 2021 0 repositories listed
• Infinite-Horizon Offline Reinforcement Learning with Linear Function Approximation: Curse of Dimensionality and Algorithm
  17 Mar 2021 0 repositories listed
• Near Optimal Policy Optimization via REPS
  17 Mar 2021 0 repositories listed
• Hierarchical Reinforcement Learning Framework for Stochastic Spaceflight Campaign Design
  16 Mar 2021 0 repositories listed
• Learning to Shape Rewards using a Game of Two Partners
  16 Mar 2021 0 repositories listed
• Goal-constrained Sparse Reinforcement Learning for End-to-End Driving
  16 Mar 2021 0 repositories listed
• Accelerating Online Reinforcement Learning via Model-Based Meta-Learning
  15 Mar 2021 0 repositories listed
• Autonomous Drone Racing with Deep Reinforcement Learning
  15 Mar 2021 0 repositories listed
• Learning Symbolic Rules for Interpretable Deep Reinforcement Learning
  15 Mar 2021 0 repositories listed
• Modelling Human Kinetics and Kinematics during Walking using Reinforcement Learning
  15 Mar 2021 0 repositories listed
• Investigating Value of Curriculum Reinforcement Learning in Autonomous Driving Under Diverse Road and Weather Conditions
  14 Mar 2021 0 repositories listed
• Simulation Studies on Deep Reinforcement Learning for Building Control with Human Interaction
  14 Mar 2021 0 repositories listed
• A Survey of Forex and Stock Price Prediction Using Deep Learning
  13 Mar 2021 0 repositories listed
• Hybrid computer approach to train a machine learning system
  13 Mar 2021 0 repositories listed
• Metalearning Using Structure-rich Pipeline Representations for Better AutoML
  13 Mar 2021 0 repositories listed
• RL-Controller: a reinforcement learning framework for active structural control
  13 Mar 2021 0 repositories listed
• Constrained Text Generation with Global Guidance -- Case Study on CommonGen
  12 Mar 2021 0 repositories listed
• A Reinforcement Learning Based Approach to Play Calling in Football
  11 Mar 2021 0 repositories listed
• A Vision Based Deep Reinforcement Learning Algorithm for UAV Obstacle Avoidance
  11 Mar 2021 0 repositories listed
• Adapting User Interfaces with Model-based Reinforcement Learning
  11 Mar 2021 0 repositories listed
• Adversarial attacks in consensus-based multi-agent reinforcement learning
  11 Mar 2021 0 repositories listed
• Analyzing the Hidden Activations of Deep Policy Networks: Why Representation Matters
  11 Mar 2021 0 repositories listed
• Auto-COP: Adaptation Generation in Context-Oriented Programming using Reinforcement Learning Options
  11 Mar 2021 0 repositories listed
• Multi-Task Federated Reinforcement Learning with Adversaries
  11 Mar 2021 0 repositories listed
• Sample Complexity of Offline Reinforcement Learning with Deep ReLU Networks
  11 Mar 2021 0 repositories listed
• Robust High-speed Running for Quadruped Robots via Deep Reinforcement Learning
  11 Mar 2021 0 repositories listed
• Symbolic Reinforcement Learning for Safe RAN Control
  11 Mar 2021 0 repositories listed
• A Two-stage Framework and Reinforcement Learning-based Optimization Algorithms for Complex Scheduling Problems
  10 Mar 2021 0 repositories listed
• An Information-Theoretic Perspective on Credit Assignment in Reinforcement Learning
  10 Mar 2021 0 repositories listed
• Full Gradient DQN Reinforcement Learning: A Provably Convergent Scheme
  10 Mar 2021 0 repositories listed
• Improving Context-Based Meta-Reinforcement Learning with Self-Supervised Trajectory Contrastive Learning
  10 Mar 2021 0 repositories listed
• WFA-IRL: Inverse Reinforcement Learning of Autonomous Behaviors Encoded as Weighted Finite Automata
  10 Mar 2021 0 repositories listed
• Maximum Entropy RL (Provably) Solves Some Robust RL Problems
  10 Mar 2021 0 repositories listed
• Multi-Objective Reinforcement Learning based Multi-Microgrid System Optimisation Problem
  10 Mar 2021 0 repositories listed
• S4RL: Surprisingly Simple Self-Supervision for Offline Reinforcement Learning
  10 Mar 2021 0 repositories listed
• Streaming Linear System Identification with Reverse Experience Replay
  10 Mar 2021 0 repositories listed
• Using Cognitive Models to Train Warm Start Reinforcement Learning Agents for Human-Computer Interactions
  10 Mar 2021 0 repositories listed
• Automatic Goal Generation using Dynamical Distance Learning
  9 Mar 2021 0 repositories listed
• Challenges for Reinforcement Learning in Healthcare
  9 Mar 2021 0 repositories listed
• A Learning-Based Computational Impact Time Guidance
  9 Mar 2021 0 repositories listed
• Decentralized Circle Formation Control for Fish-like Robots in the Real-world via Reinforcement Learning
  9 Mar 2021 0 repositories listed
• I am Robot: Neuromuscular Reinforcement Learning to Actuate Human Limbs through Functional Electrical Stimulation
  9 Mar 2021 0 repositories listed
• Learning State Representations via Temporal Cycle-Consistency Constraint in Model-Based Reinforcement Learning
  9 Mar 2021 0 repositories listed
• Learning Task Informed Abstractions
  9 Mar 2021 0 repositories listed
• Learning to Explore a Class of Multiple Reward-Free Environments
  9 Mar 2021 0 repositories listed
• Learning to Infer Unseen Contexts in Causal Contextual Reinforcement Learning
  9 Mar 2021 0 repositories listed
• Less Suboptimal Learning and Control in Variational POMDPs
  9 Mar 2021 0 repositories listed
• LOCO: Adaptive exploration in reinforcement learning via local estimation of contraction coefficients
  9 Mar 2021 0 repositories listed
• Minimum Description Length Skills for Accelerated Reinforcement Learning
  9 Mar 2021 0 repositories listed
• Out-of-distribution generalization of internal models is correlated with reward
  9 Mar 2021 0 repositories listed
• Pretraining Reward-Free Representations for Data-Efficient Reinforcement Learning
  9 Mar 2021 0 repositories listed
• PsiPhi-Learning: Reinforcement Learning with Demonstrations using Successor Features and Inverse Temporal Difference Learning
  9 Mar 2021 0 repositories listed
• Resolving Causal Confusion in Reinforcement Learning via Robust Exploration
  9 Mar 2021 0 repositories listed
• Solipsistic Reinforcement Learning
  9 Mar 2021 0 repositories listed
• Parametrized quantum policies for reinforcement learning
  9 Mar 2021 0 repositories listed
• A Taxonomy of Similarity Metrics for Markov Decision Processes
  8 Mar 2021 0 repositories listed
• Adversarial Reinforcement Learning for Procedural Content Generation
  8 Mar 2021 0 repositories listed
• An Energy-Saving Snake Locomotion Gait Policy Obtained Using Deep Reinforcement Learning
  8 Mar 2021 0 repositories listed
• A multi-agent reinforcement learning model of reputation and cooperation in human groups
  8 Mar 2021 0 repositories listed
• Distributed Reinforcement Learning for Flexible and Efficient UAV Swarm Control
  8 Mar 2021 0 repositories listed
• Increasing Energy Efficiency of Massive-MIMO Network via Base Stations Switching using Reinforcement Learning and Radio Environment Maps
  8 Mar 2021 0 repositories listed
• Instabilities of Offline RL with Pre-Trained Neural Representation
  8 Mar 2021 0 repositories listed
• Provably Efficient Cooperative Multi-Agent Reinforcement Learning with Function Approximation
  8 Mar 2021 0 repositories listed
• Real-world Ride-hailing Vehicle Repositioning using Deep Reinforcement Learning
  8 Mar 2021 0 repositories listed
• A Reinforcement Learning Based R-Tree for Spatial Data Indexing in Dynamic Environments
  8 Mar 2021 0 repositories listed
• Vision-Based Mobile Robotics Obstacle Avoidance With Deep Reinforcement Learning
  8 Mar 2021 0 repositories listed
• A Lower Bound for the Sample Complexity of Inverse Reinforcement Learning
  7 Mar 2021 0 repositories listed
• Learning Human Rewards by Inferring Their Latent Intelligence Levels in Multi-Agent Games: A Theory-of-Mind Approach with Application to Driving Data
  7 Mar 2021 0 repositories listed
• Markov Cricket: Using Forward and Inverse Reinforcement Learning to Model, Predict And Optimize Batting Performance in One-Day International Cricket
  7 Mar 2021 0 repositories listed
• Asymptotic Theory for IV-Based Reinforcement Learning with Potential Endogeneity
  6 Mar 2021 0 repositories listed
• Passing Through Narrow Gaps with Deep Reinforcement Learning
  6 Mar 2021 0 repositories listed
• Reinforcement Learning, Bit by Bit
  6 Mar 2021 0 repositories listed
• SAINT-ACC: Safety-Aware Intelligent Adaptive Cruise Control for Autonomous Vehicles Using Deep Reinforcement Learning
  6 Mar 2021 0 repositories listed
• Visual Explanation using Attention Mechanism in Actor-Critic-based Deep Reinforcement Learning
  6 Mar 2021 0 repositories listed
• A Dual-Memory Architecture for Reinforcement Learning on Neuromorphic Platforms
  5 Mar 2021 0 repositories listed
• Automatic Exploration Process Adjustment for Safe Reinforcement Learning with Joint Chance Constraint Satisfaction
  5 Mar 2021 0 repositories listed
• Deep reinforcement learning in medical imaging: A literature review
  5 Mar 2021 0 repositories listed
• Routing algorithms as tools for integrating social distancing with emergency evacuation
  5 Mar 2021 0 repositories listed
• An RL-Based Adaptive Detection Strategy to Secure Cyber-Physical Systems
  4 Mar 2021 0 repositories listed
• Inverse Reinforcement Learning with Explicit Policy Estimates
  4 Mar 2021 0 repositories listed
• Neuromechanics-based Deep Reinforcement Learning of Neurostimulation Control in FES cycling
  4 Mar 2021 0 repositories listed
• Efficient UAV Trajectory-Planning using Economic Reinforcement Learning
  3 Mar 2021 0 repositories listed
• Reinforcement Learning for Orientation Estimation Using Inertial Sensors with Performance Guarantee
  3 Mar 2021 0 repositories listed
• Reinforcement Learning with External Knowledge by using Logical Neural Networks
  3 Mar 2021 0 repositories listed
• Shape-driven Coordinate Ordering for Star Glyph Sets via Reinforcement Learning
  3 Mar 2021 0 repositories listed
• Minimax Model Learning
  2 Mar 2021 0 repositories listed
• Offline Reinforcement Learning with Pseudometric Learning
  2 Mar 2021 0 repositories listed
• Autonomous Navigation of an Ultrasound Probe Towards Standard Scan Planes with Deep Reinforcement Learning
  1 Mar 2021 0 repositories listed
• Decision Making in Monopoly using a Hybrid Deep Reinforcement Learning Approach
  1 Mar 2021 0 repositories listed
• Reinforcement Learning for Adaptive Mesh Refinement
  1 Mar 2021 0 repositories listed
• Exploration and Incentives in Reinforcement Learning
  28 Feb 2021 0 repositories listed
• Hamiltonian Policy Optimization
  28 Feb 2021 0 repositories listed
• Learning for Visual Navigation by Imagining the Success
  28 Feb 2021 0 repositories listed
• Where the Action is: Let's make Reinforcement Learning for Stochastic Dynamic Vehicle Routing Problems work!
  28 Feb 2021 0 repositories listed
• Optimal control of point-to-point navigation in turbulent time-dependent flows using Reinforcement Learning
  27 Feb 2021 0 repositories listed