Browse State-of-the-Art › Reinforcement Learning (RL) › Papers, page 48

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 48 of 152: papers 4,701 to 4,800 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.

• Playing Doom with SLAM-Augmented Deep Reinforcement Learning
  1 Dec 2016 1 repository listed
• Deep Reinforcement Learning for Multi-Domain Dialogue Systems
  26 Nov 2016 1 repository listed
• Training an Interactive Humanoid Robot Using Multimodal Deep Reinforcement Learning
  26 Nov 2016 1 repository listed
• A Simple, Fast Diverse Decoding Algorithm for Neural Generation
  25 Nov 2016 1 repository listed
• Variational Intrinsic Control
  22 Nov 2016 1 repository listed
• Hierarchical Object Detection with Deep Reinforcement Learning
  11 Nov 2016 1 repository listed
• Learning to Navigate in Complex Environments
  11 Nov 2016 1 repository listed
• Learning to Play in a Day: Faster Deep Reinforcement Learning by Optimality Tightening
  5 Nov 2016 1 repository listed
• Reset-free Trial-and-Error Learning for Robot Damage Recovery
  13 Oct 2016 1 repository listed
• Active exploration in parameterized reinforcement learning
  6 Oct 2016 1 repository listed
• Deep Visual Foresight for Planning Robot Motion
  3 Oct 2016 1 repository listed
• Deep Reinforcement Learning for Mention-Ranking Coreference Models
  27 Sep 2016 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Opponent Modeling in Deep Reinforcement Learning
  18 Sep 2016 1 repository listed
• A Threshold-based Scheme for Reinforcement Learning in Neural Networks
  12 Sep 2016 1 repository listed
• Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access
  3 Sep 2016 1 repository listed
• Posterior Sampling for Reinforcement Learning Without Episodes
  9 Aug 2016 1 repository listed
• Playing Atari Games with Deep Reinforcement Learning and Human Checkpoint Replay
  18 Jul 2016 1 repository listed
• Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads
  12 Jun 2016 1 repository listed
• Deep Successor Reinforcement Learning
  8 Jun 2016 1 repository listed Syntology official (archive's flag): 1 ran · 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)
• Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning
  8 Jun 2016 1 repository listed
• Unifying Count-Based Exploration and Intrinsic Motivation
  6 Jun 2016 1 repository listed
• Deep Reinforcement Learning Radio Control and Signal Detection with KeRLym, a Gym RL Agent
  30 May 2016 1 repository listed
• Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning
  25 Mar 2016 1 repository listed
• Exploratory Gradient Boosting for Reinforcement Learning in Complex Domains
  14 Mar 2016 1 repository listed
• Investigating practical linear temporal difference learning
  28 Feb 2016 1 repository listed
• SimpleDS: A Simple Deep Reinforcement Learning Dialogue System
  18 Jan 2016 1 repository listed
• Angrier Birds: Bayesian reinforcement learning
  6 Jan 2016 1 repository listed
• State of the Art Control of Atari Games Using Shallow Reinforcement Learning
  4 Dec 2015 1 repository listed
• Strategic Dialogue Management via Deep Reinforcement Learning
  25 Nov 2015 1 repository listed
• Conditional Computation in Neural Networks for faster models
  19 Nov 2015 1 repository listed
• Policy Distillation
  19 Nov 2015 1 repository listed
• Deep Spatial Autoencoders for Visuomotor Learning
  21 Sep 2015 1 repository listed
• Action-Conditional Video Prediction using Deep Networks in Atari Games
  31 Jul 2015 1 repository listed
• Incentivizing Exploration In Reinforcement Learning With Deep Predictive Models
  3 Jul 2015 1 repository listed
• Learning Where to Sample in Structured Prediction
  9 May 2015 1 repository listed
• Reinforcement Learning Neural Turing Machines - Revised
  4 May 2015 1 repository listed
• Gaussian Processes for Data-Efficient Learning in Robotics and Control
  10 Feb 2015 1 repository listed
• Deterministic Policy Gradient Algorithms
  22 Jun 2014 1 repository listed
• Deep Learning in Neural Networks: An Overview
  30 Apr 2014 1 repository listed
• Optimizing the CVaR via Sampling
  15 Apr 2014 1 repository listed
• Scalable Planning and Learning for Multiagent POMDPs: Extended Version
  4 Apr 2014 1 repository listed
• Off-Policy General Value Functions to Represent Dynamic Role Assignments in RoboCup 3D Soccer Simulation
  18 Feb 2014 1 repository listed
• Generalization and Exploration via Randomized Value Functions
  4 Feb 2014 1 repository listed
• Using reinforcement learning to find an optimal set of features
  1 Dec 2013 1 repository listed
• Artist Agent: A Reinforcement Learning Approach to Automatic Stroke Generation in Oriental Ink Painting
  18 Jun 2012 1 repository listed
• Off-Policy Actor-Critic
  22 May 2012 1 repository 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)
• Nonlinear Inverse Reinforcement Learning with Gaussian Processes
  1 Dec 2011 1 repository listed
• An Object-Oriented Representation for Efficient Reinforcement Learning
  1 Jul 2008 1 repository listed
• Least-Squares Policy Iteration
  4 Dec 2003 1 repository listed
• Aligning Humans and Robots via Reinforcement Learning from Implicit Human Feedback
  17 Jul 2025 0 repositories listed
• From Novelty to Imitation: Self-Distilled Rewards for Offline Reinforcement Learning
  17 Jul 2025 0 repositories listed
• Inverse Reinforcement Learning Meets Large Language Model Post-Training: Basics, Advances, and Opportunities
  17 Jul 2025 0 repositories listed
• QuestA: Expanding Reasoning Capacity in LLMs via Question Augmentation
  17 Jul 2025 0 repositories listed Syntology 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples) · 12 pointer-only (licence)
• Supervised Fine Tuning on Curated Data is Reinforcement Learning (and can be improved)
  17 Jul 2025 0 repositories listed
• VAR-MATH: Probing True Mathematical Reasoning in Large Language Models via Symbolic Multi-Instance Benchmarks
  17 Jul 2025 0 repositories listed
• Fly, Fail, Fix: Iterative Game Repair with Reinforcement Learning and Large Multimodal Models
  16 Jul 2025 0 repositories listed
• Kevin: Multi-Turn RL for Generating CUDA Kernels
  16 Jul 2025 0 repositories listed
• Scaling Up RL: Unlocking Diverse Reasoning in LLMs via Prolonged Training
  16 Jul 2025 0 repositories listed
• Illuminating the Three Dogmas of Reinforcement Learning under Evolutionary Light
  15 Jul 2025 0 repositories listed
• Local Pairwise Distance Matching for Backpropagation-Free Reinforcement Learning
  15 Jul 2025 0 repositories listed
• Real-Time Bayesian Detection of Drift-Evasive GNSS Spoofing in Reinforcement Learning Based UAV Deconfliction
  15 Jul 2025 0 repositories listed
• The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning VLMs
  10 Jul 2025 0 repositories listed
• Squeeze the Soaked Sponge: Efficient Off-policy Reinforcement Finetuning for Large Language Model
  9 Jul 2025 0 repositories listed
• Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning
  9 Jul 2025 0 repositories listed
• CogniSQL-R1-Zero: Lightweight Reinforced Reasoning for Efficient SQL Generation
  8 Jul 2025 0 repositories listed
• Detecting and Mitigating Reward Hacking in Reinforcement Learning Systems: A Comprehensive Empirical Study
  8 Jul 2025 0 repositories listed
• FEVO: Financial Knowledge Expansion and Reasoning Evolution for Large Language Models
  8 Jul 2025 0 repositories listed
• Robust Bandwidth Estimation for Real-Time Communication with Offline Reinforcement Learning
  8 Jul 2025 0 repositories listed
• Safe Domain Randomization via Uncertainty-Aware Out-of-Distribution Detection and Policy Adaptation
  8 Jul 2025 0 repositories listed
• 2048: Reinforcement Learning in a Delayed Reward Environment
  7 Jul 2025 0 repositories listed
• Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reasoning
  7 Jul 2025 0 repositories listed
• Listener-Rewarded Thinking in VLMs for Image Preferences
  28 Jun 2025 0 repositories listed
• A Survey of Continual Reinforcement Learning
  27 Jun 2025 0 repositories listed
• Advancements and Challenges in Continual Reinforcement Learning: A Comprehensive Review
  27 Jun 2025 0 repositories listed
• APO: Enhancing Reasoning Ability of MLLMs via Asymmetric Policy Optimization
  26 Jun 2025 0 repositories listed
• Curriculum-Guided Antifragile Reinforcement Learning for Secure UAV Deconfliction under Observation-Space Attacks
  26 Jun 2025 0 repositories listed
• Flow-Based Single-Step Completion for Efficient and Expressive Policy Learning
  26 Jun 2025 0 repositories listed Syntology 3 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Optimising 4th-Order Runge-Kutta Methods: A Dynamic Heuristic Approach for Efficiency and Low Storage
  26 Jun 2025 0 repositories listed
• RL-Selector: Reinforcement Learning-Guided Data Selection via Redundancy Assessment
  26 Jun 2025 0 repositories listed
• Robust Policy Switching for Antifragile Reinforcement Learning for UAV Deconfliction in Adversarial Environments
  26 Jun 2025 0 repositories listed
• Strict Subgoal Execution: Reliable Long-Horizon Planning in Hierarchical Reinforcement Learning
  26 Jun 2025 0 repositories listed
• Asymmetric REINFORCE for off-Policy Reinforcement Learning: Balancing positive and negative rewards
  25 Jun 2025 0 repositories listed
• A Comparative Analysis of Reinforcement Learning and Conventional Deep Learning Approaches for Bearing Fault Diagnosis
  24 Jun 2025 0 repositories listed
• Causal-Aware Intelligent QoE Optimization for VR Interaction with Adaptive Keyframe Extraction
  24 Jun 2025 0 repositories listed
• Hierarchical Reinforcement Learning and Value Optimization for Challenging Quadruped Locomotion
  24 Jun 2025 0 repositories listed
• AdapThink: Adaptive Thinking Preferences for Reasoning Language Model
  23 Jun 2025 0 repositories listed
• Robots and Children that Learn Together : Improving Knowledge Retention by Teaching Peer-Like Interactive Robots
  23 Jun 2025 0 repositories listed
• Accelerating Residual Reinforcement Learning with Uncertainty Estimation
  21 Jun 2025 0 repositories listed
• Leveling the Playing Field: Carefully Comparing Classical and Learned Controllers for Quadrotor Trajectory Tracking
  21 Jun 2025 0 repositories listed
• Learning Dexterous Object Handover
  20 Jun 2025 0 repositories listed
• Dual-Objective Reinforcement Learning with Novel Hamilton-Jacobi-Bellman Formulations
  19 Jun 2025 0 repositories listed
• From General to Targeted Rewards: Surpassing GPT-4 in Open-Ended Long-Context Generation
  19 Jun 2025 0 repositories listed
• Multi-Task Lifelong Reinforcement Learning for Wireless Sensor Networks
  19 Jun 2025 0 repositories listed
• VRAIL: Vectorized Reward-based Attribution for Interpretable Learning
  19 Jun 2025 0 repositories listed
• Make Your AUV Adaptive: An Environment-Aware Reinforcement Learning Framework For Underwater Tasks
  18 Jun 2025 0 repositories listed
• Multi-Agent Reinforcement Learning for Autonomous Multi-Satellite Earth Observation: A Realistic Case Study
  18 Jun 2025 0 repositories listed
• Reinforcement Learning-Based Policy Optimisation For Heterogeneous Radio Access
  18 Jun 2025 0 repositories listed
• Steering Your Diffusion Policy with Latent Space Reinforcement Learning
  18 Jun 2025 0 repositories listed
• Adaptive Reinforcement Learning for Unobservable Random Delays
  17 Jun 2025 0 repositories listed
• HiLight: A Hierarchical Reinforcement Learning Framework with Global Adversarial Guidance for Large-Scale Traffic Signal Control
  17 Jun 2025 0 repositories listed

Syntology lines on 5 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.