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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 108 of 152: papers 10,701 to 10,800 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.

• Reducing Conservativeness Oriented Offline Reinforcement Learning
  27 Feb 2021 0 repositories listed
• Revisiting Peng's Q(λ) for Modern Reinforcement Learning
  27 Feb 2021 0 repositories listed
• Low-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision
  26 Feb 2021 0 repositories listed
• Potential Impacts of Smart Homes on Human Behavior: A Reinforcement Learning Approach
  26 Feb 2021 0 repositories listed
• Safe Distributional Reinforcement Learning
  26 Feb 2021 0 repositories listed
• Adaptive Load Shedding for Grid Emergency Control via Deep Reinforcement Learning
  25 Feb 2021 0 repositories listed
• Twin actor twin delayed deep deterministic policy gradient (TATD3) learning for batch process control
  25 Feb 2021 0 repositories listed
• Bias-reduced Multi-step Hindsight Experience Replay for Efficient Multi-goal Reinforcement Learning
  25 Feb 2021 0 repositories listed
• Emerging Trends in Federated Learning: From Model Fusion to Federated X Learning
  25 Feb 2021 0 repositories listed
• Iterative Bounding MDPs: Learning Interpretable Policies via Non-Interpretable Methods
  25 Feb 2021 0 repositories listed
• No-Regret Reinforcement Learning with Heavy-Tailed Rewards
  25 Feb 2021 0 repositories listed
• On The Effect of Auxiliary Tasks on Representation Dynamics
  25 Feb 2021 0 repositories listed
• Reinforcement learning approach for resource allocation in humanitarian logistics
  25 Feb 2021 0 repositories listed
• Reinforcement Learning of Implicit and Explicit Control Flow in Instructions
  25 Feb 2021 0 repositories listed
• Where to go next: Learning a Subgoal Recommendation Policy for Navigation Among Pedestrians
  25 Feb 2021 0 repositories listed
• Annotating Motion Primitives for Simplifying Action Search in Reinforcement Learning
  24 Feb 2021 0 repositories listed
• Combining Off and On-Policy Training in Model-Based Reinforcement Learning
  24 Feb 2021 0 repositories listed
• Beyond Fine-Tuning: Transferring Behavior in Reinforcement Learning
  24 Feb 2021 0 repositories listed
• Credit Assignment with Meta-Policy Gradient for Multi-Agent Reinforcement Learning
  24 Feb 2021 0 repositories listed
• Deep Reinforcement Learning for Safe Landing Site Selection with Concurrent Consideration of Divert Maneuvers
  24 Feb 2021 0 repositories listed
• Fast Approximate Solutions using Reinforcement Learning for Dynamic Capacitated Vehicle Routing with Time Windows
  24 Feb 2021 0 repositories listed
• FIXAR: A Fixed-Point Deep Reinforcement Learning Platform with Quantization-Aware Training and Adaptive Parallelism
  24 Feb 2021 0 repositories listed
• Learning Emergent Discrete Message Communication for Cooperative Reinforcement Learning
  24 Feb 2021 0 repositories listed
• PFRL: Pose-Free Reinforcement Learning for 6D Pose Estimation
  24 Feb 2021 0 repositories listed
• The Logical Options Framework
  24 Feb 2021 0 repositories listed
• Towards Safe Continuing Task Reinforcement Learning
  24 Feb 2021 0 repositories listed
• A Robotic Model of Hippocampal Reverse Replay for Reinforcement Learning
  23 Feb 2021 0 repositories listed
• DeepThermal: Combustion Optimization for Thermal Power Generating Units Using Offline Reinforcement Learning
  23 Feb 2021 0 repositories listed
• Differentiable Logic Machines
  23 Feb 2021 0 repositories listed
• Honey, I Shrunk The Actor: A Case Study on Preserving Performance with Smaller Actors in Actor-Critic RL
  23 Feb 2021 0 repositories listed
• Greedy-Step Off-Policy Reinforcement Learning
  23 Feb 2021 0 repositories listed
• MUSBO: Model-based Uncertainty Regularized and Sample Efficient Batch Optimization for Deployment Constrained Reinforcement Learning
  23 Feb 2021 0 repositories listed
• School of hard knocks: Curriculum analysis for Pommerman with a fixed computational budget
  23 Feb 2021 0 repositories listed
• State Augmented Constrained Reinforcement Learning: Overcoming the Limitations of Learning with Rewards
  23 Feb 2021 0 repositories listed
• A Novel Framework for Neural Architecture Search in the Hill Climbing Domain
  22 Feb 2021 0 repositories listed
• Action Redundancy in Reinforcement Learning
  22 Feb 2021 0 repositories listed
• Communication Efficient Parallel Reinforcement Learning
  22 Feb 2021 0 repositories listed
• Deep Reinforcement Learning for Dynamic Spectrum Sharing of LTE and NR
  22 Feb 2021 0 repositories listed
• Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations
  22 Feb 2021 0 repositories listed
• Escaping from Zero Gradient: Revisiting Action-Constrained Reinforcement Learning via Frank-Wolfe Policy Optimization
  22 Feb 2021 0 repositories listed
• Uncertainty Estimation Using Riemannian Model Dynamics for Offline Reinforcement Learning
  22 Feb 2021 0 repositories listed
• Provably Improved Context-Based Offline Meta-RL with Attention and Contrastive Learning
  22 Feb 2021 0 repositories listed
• Improved Learning of Robot Manipulation Tasks via Tactile Intrinsic Motivation
  22 Feb 2021 0 repositories listed
• Reinforcement Learning of the Prediction Horizon in Model Predictive Control
  22 Feb 2021 0 repositories listed
• Return-Based Contrastive Representation Learning for Reinforcement Learning
  22 Feb 2021 0 repositories listed
• SENTINEL: Taming Uncertainty with Ensemble-based Distributional Reinforcement Learning
  22 Feb 2021 0 repositories listed
• Stratified Experience Replay: Correcting Multiplicity Bias in Off-Policy Reinforcement Learning
  22 Feb 2021 0 repositories listed
• Learning Efficient Navigation in Vortical Flow Fields
  21 Feb 2021 0 repositories listed
• Safe Reinforcement Learning Using Robust Action Governor
  21 Feb 2021 0 repositories listed
• How To Train Your HERON
  20 Feb 2021 0 repositories listed
• Importance of Environment Design in Reinforcement Learning: A Study of a Robotic Environment
  20 Feb 2021 0 repositories listed
• A Reinforcement Learning Approach to Age of Information in Multi-User Networks with HARQ
  19 Feb 2021 0 repositories listed
• Decentralized Deterministic Multi-Agent Reinforcement Learning
  19 Feb 2021 0 repositories listed
• Instrumental Variable Value Iteration for Causal Offline Reinforcement Learning
  19 Feb 2021 0 repositories listed
• Model-Invariant State Abstractions for Model-Based Reinforcement Learning
  19 Feb 2021 0 repositories listed
• TacticZero: Learning to Prove Theorems from Scratch with Deep Reinforcement Learning
  19 Feb 2021 0 repositories listed
• Efficient Reinforcement Learning in Resource Allocation Problems Through Permutation Invariant Multi-task Learning
  18 Feb 2021 0 repositories listed
• Learning Memory-Dependent Continuous Control from Demonstrations
  18 Feb 2021 0 repositories listed
• Privacy-Preserving Kickstarting Deep Reinforcement Learning with Privacy-Aware Learners
  18 Feb 2021 0 repositories listed
• Reinforcement Learning for Beam Pattern Design in Millimeter Wave and Massive MIMO Systems
  18 Feb 2021 0 repositories listed
• Reinforcement Learning for Datacenter Congestion Control
  18 Feb 2021 0 repositories listed
• Smart Feasibility Pump: Reinforcement Learning for (Mixed) Integer Programming
  18 Feb 2021 0 repositories listed
• Strategic bidding in freight transport using deep reinforcement learning
  18 Feb 2021 0 repositories listed
• Near-optimal Policy Optimization Algorithms for Learning Adversarial Linear Mixture MDPs
  17 Feb 2021 0 repositories listed
• On the Convergence and Sample Efficiency of Variance-Reduced Policy Gradient Method
  17 Feb 2021 0 repositories listed
• Separated Proportional-Integral Lagrangian for Chance Constrained Reinforcement Learning
  17 Feb 2021 0 repositories listed
• Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning
  17 Feb 2021 0 repositories listed
• Active Privacy-utility Trade-off Against a Hypothesis Testing Adversary
  16 Feb 2021 0 repositories listed
• Improper Reinforcement Learning with Gradient-based Policy Optimization
  16 Feb 2021 0 repositories listed
• Inverse Reinforcement Learning in a Continuous State Space with Formal Guarantees
  16 Feb 2021 0 repositories listed
• IronMan: GNN-assisted Design Space Exploration in High-Level Synthesis via Reinforcement Learning
  16 Feb 2021 0 repositories listed
• Model-based Meta Reinforcement Learning using Graph Structured Surrogate Models
  16 Feb 2021 0 repositories listed
• Multi-Stage Transmission Line Flow Control Using Centralized and Decentralized Reinforcement Learning Agents
  16 Feb 2021 0 repositories listed
• Quantifying the effects of environment and population diversity in multi-agent reinforcement learning
  16 Feb 2021 0 repositories listed
• Reward Poisoning in Reinforcement Learning: Attacks Against Unknown Learners in Unknown Environments
  16 Feb 2021 0 repositories listed
• RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents
  16 Feb 2021 0 repositories listed
• TradeR: Practical Deep Hierarchical Reinforcement Learning for Trade Execution
  16 Feb 2021 0 repositories listed
• Training Larger Networks for Deep Reinforcement Learning
  16 Feb 2021 0 repositories listed
• Transferring Domain Knowledge with an Adviser in Continuous Tasks
  16 Feb 2021 0 repositories listed
• Cooperation and Reputation Dynamics with Reinforcement Learning
  15 Feb 2021 0 repositories listed
• Distributionally-Constrained Policy Optimization via Unbalanced Optimal Transport
  15 Feb 2021 0 repositories listed
• Learning from Demonstrations using Signal Temporal Logic
  15 Feb 2021 0 repositories listed
• Seeing by haptic glance: reinforcement learning-based 3D object Recognition
  15 Feb 2021 0 repositories listed
• Domain Adversarial Reinforcement Learning
  14 Feb 2021 0 repositories listed
• Model-free Representation Learning and Exploration in Low-rank MDPs
  14 Feb 2021 0 repositories listed
• Reinforcement Learning for IoT Security: A Comprehensive Survey
  14 Feb 2021 0 repositories listed
• Reversible Action Design for Combinatorial Optimization with Reinforcement Learning
  14 Feb 2021 0 repositories listed
• Sparse Attention Guided Dynamic Value Estimation for Single-Task Multi-Scene Reinforcement Learning
  14 Feb 2021 0 repositories listed
• A Reinforcement learning method for Optical Thin-Film Design
  13 Feb 2021 0 repositories listed
• Equilibrium Inverse Reinforcement Learning for Ride-hailing Vehicle Network
  13 Feb 2021 0 repositories listed
• Improved Corruption Robust Algorithms for Episodic Reinforcement Learning
  13 Feb 2021 0 repositories listed
• Modelling Cooperation in Network Games with Spatio-Temporal Complexity
  13 Feb 2021 0 repositories listed
• PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators
  13 Feb 2021 0 repositories listed
• Deep Reinforcement Learning for Backup Strategies against Adversaries
  12 Feb 2021 0 repositories listed
• Discovery of Options via Meta-Learned Subgoals
  12 Feb 2021 0 repositories listed
• Disturbing Reinforcement Learning Agents with Corrupted Rewards
  12 Feb 2021 0 repositories listed
• Reinforcement Learning For Data Poisoning on Graph Neural Networks
  12 Feb 2021 0 repositories listed
• Deep Reinforcement Learning for Combinatorial Optimization: Covering Salesman Problems
  11 Feb 2021 0 repositories listed
• Deep Reinforcement Learning for Portfolio Optimization using Latent Feature State Space (LFSS) Module
  11 Feb 2021 0 repositories listed
• Hedging of Financial Derivative Contracts via Monte Carlo Tree Search
  11 Feb 2021 0 repositories listed