Browse State-of-the-Art › Reinforcement Learning (RL) › Papers, page 78

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 78 of 152: papers 7,701 to 7,800 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.

• Addressing the issue of stochastic environments and local decision-making in multi-objective reinforcement learning
  16 Nov 2022 0 repositories listed
• Data-pooling Reinforcement Learning for Personalized Healthcare Intervention
  16 Nov 2022 0 repositories listed
• Minimum information divergence of Q-functions for dynamic treatment resumes
  16 Nov 2022 0 repositories listed
• Model Based Residual Policy Learning with Applications to Antenna Control
  16 Nov 2022 0 repositories listed
• Reward Gaming in Conditional Text Generation
  16 Nov 2022 0 repositories listed
• APT: Adaptive Perceptual quality based camera Tuning using reinforcement learning
  15 Nov 2022 0 repositories listed
• Contextual Transformer for Offline Meta Reinforcement Learning
  15 Nov 2022 0 repositories listed
• General Intelligence Requires Rethinking Exploration
  15 Nov 2022 0 repositories listed
• Offline Reinforcement Learning with Adaptive Behavior Regularization
  15 Nov 2022 0 repositories listed
• Reinforcement Learning Methods for Wordle: A POMDP/Adaptive Control Approach
  15 Nov 2022 0 repositories listed
• Universal Distributional Decision-based Black-box Adversarial Attack with Reinforcement Learning
  15 Nov 2022 0 repositories listed
• Dynamic Collaborative Multi-Agent Reinforcement Learning Communication for Autonomous Drone Reforestation
  14 Nov 2022 0 repositories listed
• Linear Reinforcement Learning with Ball Structure Action Space
  14 Nov 2022 0 repositories listed
• NeurIPS 2022 Competition: Driving SMARTS
  14 Nov 2022 0 repositories listed
• Parallel Automatic History Matching Algorithm Using Reinforcement Learning
  14 Nov 2022 0 repositories listed
• Reinforcement Learning Based Resource Allocation for Network Slices in O-RAN Midhaul
  14 Nov 2022 0 repositories listed
• (When) Are Contrastive Explanations of Reinforcement Learning Helpful?
  14 Nov 2022 0 repositories listed
• Goal-Conditioned Reinforcement Learning in the Presence of an Adversary
  13 Nov 2022 0 repositories listed
• Identifying Coordination in a Cognitive Radar Network -- A Multi-Objective Inverse Reinforcement Learning Approach
  13 Nov 2022 0 repositories listed
• Multi-Agent Deep Reinforcement Learning for Efficient Passenger Delivery in Urban Air Mobility
  13 Nov 2022 0 repositories listed
• CACTO: Continuous Actor-Critic with Trajectory Optimization -- Towards global optimality
  12 Nov 2022 0 repositories listed
• Deep Reinforcement Learning with Vector Quantized Encoding
  12 Nov 2022 0 repositories listed
• Rewards Encoding Environment Dynamics Improves Preference-based Reinforcement Learning
  12 Nov 2022 0 repositories listed
• Controlling Commercial Cooling Systems Using Reinforcement Learning
  11 Nov 2022 0 repositories listed
• Deep Reinforcement Learning Microgrid Optimization Strategy Considering Priority Flexible Demand Side
  11 Nov 2022 0 repositories listed
• Efficient Domain Coverage for Vehicles with Second-Order Dynamics via Multi-Agent Reinforcement Learning
  11 Nov 2022 0 repositories listed
• Emergency action termination for immediate reaction in hierarchical reinforcement learning
  11 Nov 2022 0 repositories listed
• Gradient Imitation Reinforcement Learning for General Low-Resource Information Extraction
  11 Nov 2022 0 repositories listed
• Job Scheduling in Datacenters using Constraint Controlled RL
  10 Nov 2022 0 repositories listed
• Robust N-1 secure HV Grid Flexibility Estimation for TSO-DSO coordinated Congestion Management with Deep Reinforcement Learning
  10 Nov 2022 0 repositories listed
• When is Realizability Sufficient for Off-Policy Reinforcement Learning?
  10 Nov 2022 0 repositories listed
• Foundation Models for Semantic Novelty in Reinforcement Learning
  9 Nov 2022 0 repositories listed
• Interpretable Deep Reinforcement Learning for Green Security Games with Real-Time Information
  9 Nov 2022 0 repositories listed
• Leveraging Offline Data in Online Reinforcement Learning
  9 Nov 2022 0 repositories listed
• Solving Collaborative Dec-POMDPs with Deep Reinforcement Learning Heuristics
  9 Nov 2022 0 repositories listed
• Efficient Compressed Ratio Estimation Using Online Sequential Learning for Edge Computing
  8 Nov 2022 0 repositories listed
• Pretraining in Deep Reinforcement Learning: A Survey
  8 Nov 2022 0 repositories listed
• Progress and summary of reinforcement learning on energy management of MPS-EV
  8 Nov 2022 0 repositories listed
• Reinforcement Learning with Stepwise Fairness Constraints
  8 Nov 2022 0 repositories listed
• Reward-Predictive Clustering
  7 Nov 2022 0 repositories listed
• Exposing Surveillance Detection Routes via Reinforcement Learning, Attack Graphs, and Cyber Terrain
  6 Nov 2022 0 repositories listed
• Spatio-temporal Incentives Optimization for Ride-hailing Services with Offline Deep Reinforcement Learning
  6 Nov 2022 0 repositories listed
• Wall Street Tree Search: Risk-Aware Planning for Offline Reinforcement Learning
  6 Nov 2022 0 repositories listed
• Decentralized Federated Reinforcement Learning for User-Centric Dynamic TFDD Control
  4 Nov 2022 0 repositories listed
• GEC: A Unified Framework for Interactive Decision Making in MDP, POMDP, and Beyond
  3 Nov 2022 0 repositories listed
• A Survey on Reinforcement Learning in Aviation Applications
  3 Nov 2022 0 repositories listed
• Contrastive Value Learning: Implicit Models for Simple Offline RL
  3 Nov 2022 0 repositories listed
• lilGym: Natural Language Visual Reasoning with Reinforcement Learning
  3 Nov 2022 0 repositories listed
• Oracle Inequalities for Model Selection in Offline Reinforcement Learning
  3 Nov 2022 0 repositories listed
• Reinforcement Learning in Non-Markovian Environments
  3 Nov 2022 0 repositories listed
• Sensor Control for Information Gain in Dynamic, Sparse and Partially Observed Environments
  3 Nov 2022 0 repositories listed
• Theta-Resonance: A Single-Step Reinforcement Learning Method for Design Space Exploration
  3 Nov 2022 0 repositories listed
• Deep Reinforcement Learning for IRS Phase Shift Design in Spatiotemporally Correlated Environments
  2 Nov 2022 0 repositories listed
• Deep Reinforcement Learning for Power Control in Next-Generation WiFi Network Systems
  2 Nov 2022 0 repositories listed
• Dual Generator Offline Reinforcement Learning
  2 Nov 2022 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Knowing the Past to Predict the Future: Reinforcement Virtual Learning
  2 Nov 2022 0 repositories listed
• Learning to Grasp the Ungraspable with Emergent Extrinsic Dexterity
  2 Nov 2022 0 repositories listed
• Model-based Reinforcement Learning with a Hamiltonian Canonical ODE Network
  2 Nov 2022 0 repositories listed
• Offline RL With Realistic Datasets: Heteroskedasticity and Support Constraints
  2 Nov 2022 0 repositories listed
• Over-communicate no more: Situated RL agents learn concise communication protocols
  2 Nov 2022 0 repositories listed
• Wind Power Forecasting Considering Data Privacy Protection: A Federated Deep Reinforcement Learning Approach
  2 Nov 2022 0 repositories listed
• Discrete Factorial Representations as an Abstraction for Goal Conditioned Reinforcement Learning
  1 Nov 2022 0 repositories listed
• Event Tables for Efficient Experience Replay
  1 Nov 2022 0 repositories listed
• Optimal Conservative Offline RL with General Function Approximation via Augmented Lagrangian
  1 Nov 2022 0 repositories listed
• Reinforcement Learning Applied to Trading Systems: A Survey
  1 Nov 2022 0 repositories listed
• Reinforcement Learning in Education: A Multi-Armed Bandit Approach
  1 Nov 2022 0 repositories listed
• DanZero: Mastering GuanDan Game with Reinforcement Learning
  31 Oct 2022 0 repositories listed
• Teacher-student curriculum learning for reinforcement learning
  31 Oct 2022 0 repositories listed
• Imitating Opponent to Win: Adversarial Policy Imitation Learning in Two-player Competitive Games
  30 Oct 2022 0 repositories listed
• On Rate-Distortion Theory in Capacity-Limited Cognition & Reinforcement Learning
  30 Oct 2022 0 repositories listed
• Planning to the Information Horizon of BAMDPs via Epistemic State Abstraction
  30 Oct 2022 0 repositories listed
• LearningGroup: A Real-Time Sparse Training on FPGA via Learnable Weight Grouping for Multi-Agent Reinforcement Learning
  29 Oct 2022 0 repositories listed
• Nonuniqueness and Convergence to Equivalent Solutions in Observer-based Inverse Reinforcement Learning
  28 Oct 2022 0 repositories listed
• Reinforcement Learning-based Defect Mitigation for Quality Assurance of Additive Manufacturing
  28 Oct 2022 0 repositories listed
• Using Contrastive Samples for Identifying and Leveraging Possible Causal Relationships in Reinforcement Learning
  28 Oct 2022 0 repositories listed
• Hybrid Indoor Localization via Reinforcement Learning-based Information Fusion
  27 Oct 2022 0 repositories listed
• Many-Objective Reinforcement Learning for Online Testing of DNN-Enabled Systems
  27 Oct 2022 0 repositories listed
• Meta-Reinforcement Learning Using Model Parameters
  27 Oct 2022 0 repositories listed
• SAM-RL: Sensing-Aware Model-Based Reinforcement Learning via Differentiable Physics-Based Simulation and Rendering
  27 Oct 2022 0 repositories listed
• Towards customizable reinforcement learning agents: Enabling preference specification through online vocabulary expansion
  27 Oct 2022 0 repositories listed
• A Bibliometric Analysis and Review on Reinforcement Learning for Transportation Applications
  26 Oct 2022 0 repositories listed
• D-Shape: Demonstration-Shaped Reinforcement Learning via Goal Conditioning
  26 Oct 2022 0 repositories listed
• Knowledge-Guided Exploration in Deep Reinforcement Learning
  26 Oct 2022 0 repositories listed
• Quantum deep recurrent reinforcement learning
  26 Oct 2022 0 repositories listed
• Uncertainty-based Meta-Reinforcement Learning for Robust Radar Tracking
  26 Oct 2022 0 repositories listed
• Bridging Distributional and Risk-sensitive Reinforcement Learning with Provable Regret Bounds
  25 Oct 2022 0 repositories listed
• Entity Divider with Language Grounding in Multi-Agent Reinforcement Learning
  25 Oct 2022 0 repositories listed
• One-shot, Offline and Production-Scalable PID Optimisation with Deep Reinforcement Learning
  25 Oct 2022 0 repositories listed
• Causal Explanation for Reinforcement Learning: Quantifying State and Temporal Importance
  24 Oct 2022 0 repositories listed
• Graph Reinforcement Learning-based CNN Inference Offloading in Dynamic Edge Computing
  24 Oct 2022 0 repositories listed
• Hardness in Markov Decision Processes: Theory and Practice
  24 Oct 2022 0 repositories listed
• Opportunistic Episodic Reinforcement Learning
  24 Oct 2022 0 repositories listed
• OSS Mentor A framework for improving developers contributions via deep reinforcement learning
  24 Oct 2022 0 repositories listed
• Reachability-Aware Laplacian Representation in Reinforcement Learning
  24 Oct 2022 0 repositories listed
• Reinforcement Learning and Bandits for Speech and Language Processing: Tutorial, Review and Outlook
  24 Oct 2022 0 repositories listed
• A Cooperative Reinforcement Learning Environment for Detecting and Penalizing Betrayal
  23 Oct 2022 0 repositories listed
• Active Predictive Coding: A Unified Neural Framework for Learning Hierarchical World Models for Perception and Planning
  23 Oct 2022 0 repositories listed
• Climate Change Policy Exploration using Reinforcement Learning
  23 Oct 2022 0 repositories listed
• LEAGUE: Guided Skill Learning and Abstraction for Long-Horizon Manipulation
  23 Oct 2022 0 repositories listed
• Learning General World Models in a Handful of Reward-Free Deployments
  23 Oct 2022 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.