Browse State-of-the-Art › Reinforcement Learning › Papers, page 54

Reinforcement Learning

Papers archive 2025-07-28

archive papers tagged: 13,178 · with a code link: 4,183 · where Syntology ran a sample: 1,175 (988 with a run with no instrument failure, 187 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (1,175 of 13,178 tagged: 988 with a run with no instrument failure, 187 where every run was a failure of Syntology's instrument)

Page 54 of 132: papers 5,301 to 5,400 of 13,178, 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.

• Optimizing Deep Reinforcement Learning for Adaptive Robotic Arm Control
  12 Jun 2024 0 repositories listed
• Reinforcement Learning for High-Level Strategic Control in Tower Defense Games
  12 Jun 2024 0 repositories listed
• RILe: Reinforced Imitation Learning
  12 Jun 2024 0 repositories listed
• Time-Constrained Robust MDPs
  12 Jun 2024 0 repositories listed
• CDSA: Conservative Denoising Score-based Algorithm for Offline Reinforcement Learning
  11 Jun 2024 0 repositories listed
• Hybrid Reinforcement Learning from Offline Observation Alone
  11 Jun 2024 0 repositories listed
• Learning Reward and Policy Jointly from Demonstration and Preference Improves Alignment
  11 Jun 2024 0 repositories listed
• Boosting Robustness in Preference-Based Reinforcement Learning with Dynamic Sparsity
  10 Jun 2024 0 repositories listed
• Risk Sensitivity in Markov Games and Multi-Agent Reinforcement Learning: A Systematic Review
  10 Jun 2024 0 repositories listed
• Verification-Guided Shielding for Deep Reinforcement Learning
  10 Jun 2024 0 repositories listed
• LGR2: Language Guided Reward Relabeling for Accelerating Hierarchical Reinforcement Learning
  9 Jun 2024 0 repositories listed
• Enhanced Flight Envelope Protection: A Novel Reinforcement Learning Approach
  8 Jun 2024 0 repositories listed
• Reinforcement Learning for Intensity Control: An Application to Choice-Based Network Revenue Management
  8 Jun 2024 0 repositories listed
• Optimizing Automatic Differentiation with Deep Reinforcement Learning
  7 Jun 2024 0 repositories listed Syntology 12 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 1 where Syntology's instrument failed) · 17 unverified (of 29 harvested samples)
• AC4MPC: Actor-Critic Reinforcement Learning for Nonlinear Model Predictive Control
  6 Jun 2024 0 repositories listed
• ATraDiff: Accelerating Online Reinforcement Learning with Imaginary Trajectories
  6 Jun 2024 0 repositories listed
• Behavior-Targeted Attack on Reinforcement Learning with Limited Access to Victim's Policy
  6 Jun 2024 0 repositories listed
• Bootstrapping Expectiles in Reinforcement Learning
  6 Jun 2024 0 repositories listed
• Breeding Programs Optimization with Reinforcement Learning
  6 Jun 2024 0 repositories listed
• Excluding the Irrelevant: Focusing Reinforcement Learning through Continuous Action Masking
  6 Jun 2024 0 repositories listed
• Exploring Pessimism and Optimism Dynamics in Deep Reinforcement Learning
  6 Jun 2024 0 repositories listed
• GenSafe: A Generalizable Safety Enhancer for Safe Reinforcement Learning Algorithms Based on Reduced Order Markov Decision Process Model
  6 Jun 2024 0 repositories listed
• Optimizing Autonomous Driving for Safety: A Human-Centric Approach with LLM-Enhanced RLHF
  6 Jun 2024 0 repositories listed
• Self-Play with Adversarial Critic: Provable and Scalable Offline Alignment for Language Models
  6 Jun 2024 0 repositories listed
• Inductive Generalization in Reinforcement Learning from Specifications
  5 Jun 2024 0 repositories listed
• Physics-Guided Actor-Critic Reinforcement Learning for Swimming in Turbulence
  5 Jun 2024 0 repositories listed
• Representation Learning For Efficient Deep Multi-Agent Reinforcement Learning
  5 Jun 2024 0 repositories listed
• A Unifying Framework for Action-Conditional Self-Predictive Reinforcement Learning
  4 Jun 2024 0 repositories listed
• Adaptive Preference Scaling for Reinforcement Learning with Human Feedback
  4 Jun 2024 0 repositories listed
• Algorithmic Collusion in Dynamic Pricing with Deep Reinforcement Learning
  4 Jun 2024 0 repositories listed
• FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning
  4 Jun 2024 0 repositories listed
• iQRL -- Implicitly Quantized Representations for Sample-efficient Reinforcement Learning
  4 Jun 2024 0 repositories listed
• Rectifying Reinforcement Learning for Reward Matching
  4 Jun 2024 0 repositories listed
• Reinforcement learning-based architecture search for quantum machine learning
  4 Jun 2024 0 repositories listed
• Reinforcement Learning with Lookahead Information
  4 Jun 2024 0 repositories listed
• Test-Time Regret Minimization in Meta Reinforcement Learning
  4 Jun 2024 0 repositories listed
• A New View on Planning in Online Reinforcement Learning
  3 Jun 2024 0 repositories listed
• Causal prompting model-based offline reinforcement learning
  3 Jun 2024 0 repositories listed
• Deep Reinforcement Learning Behavioral Mode Switching Using Optimal Control Based on a Latent Space Objective
  3 Jun 2024 0 repositories listed
• Deep reinforcement learning for weakly coupled MDP's with continuous actions
  3 Jun 2024 0 repositories listed
• Multi-agent assignment via state augmented reinforcement learning
  3 Jun 2024 0 repositories listed
• Multi-Agent Reinforcement Learning Meets Leaf Sequencing in Radiotherapy
  3 Jun 2024 0 repositories listed
• Scalable Ensembling For Mitigating Reward Overoptimisation
  3 Jun 2024 0 repositories listed
• Maximum-Entropy Regularized Decision Transformer with Reward Relabelling for Dynamic Recommendation
  2 Jun 2024 0 repositories listed
• Multi-Dimensional Optimization for Text Summarization via Reinforcement Learning
  1 Jun 2024 0 repositories listed
• Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling
  31 May 2024 0 repositories listed
• Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF
  31 May 2024 0 repositories listed
• Reinforcement Learning for Sociohydrology
  31 May 2024 0 repositories listed
• Bilevel reinforcement learning via the development of hyper-gradient without lower-level convexity
  30 May 2024 0 repositories listed
• Dynamic feature selection in medical predictive monitoring by reinforcement learning
  30 May 2024 0 repositories listed
• Efficient Stimuli Generation using Reinforcement Learning in Design Verification
  30 May 2024 0 repositories listed
• Hybrid Reinforcement Learning Framework for Mixed-Variable Problems
  30 May 2024 0 repositories listed
• Learning from Random Demonstrations: Offline Reinforcement Learning with Importance-Sampled Diffusion Models
  30 May 2024 0 repositories listed
• MetaCURL: Non-stationary Concave Utility Reinforcement Learning
  30 May 2024 0 repositories listed
• Q-learning as a monotone scheme
  30 May 2024 0 repositories listed
• Randomized Exploration for Reinforcement Learning with Multinomial Logistic Function Approximation
  30 May 2024 0 repositories listed
• Safe Multi-agent Reinforcement Learning with Natural Language Constraints
  30 May 2024 0 repositories listed
• SleeperNets: Universal Backdoor Poisoning Attacks Against Reinforcement Learning Agents
  30 May 2024 0 repositories listed
• Advancing Household Robotics: Deep Interactive Reinforcement Learning for Efficient Training and Enhanced Performance
  29 May 2024 0 repositories listed
• Efficient Preference-based Reinforcement Learning via Aligned Experience Estimation
  29 May 2024 0 repositories listed
• Inverse Concave-Utility Reinforcement Learning is Inverse Game Theory
  29 May 2024 0 repositories listed
• Offline Regularised Reinforcement Learning for Large Language Models Alignment
  29 May 2024 0 repositories listed
• Preferred-Action-Optimized Diffusion Policies for Offline Reinforcement Learning
  29 May 2024 0 repositories listed
• Rich-Observation Reinforcement Learning with Continuous Latent Dynamics
  29 May 2024 0 repositories listed
• Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees
  29 May 2024 0 repositories listed
• Value-Incentivized Preference Optimization: A Unified Approach to Online and Offline RLHF
  29 May 2024 0 repositories listed
• Why Reinforcement Learning in Energy Systems Needs Explanations
  29 May 2024 0 repositories listed
• A Pontryagin Perspective on Reinforcement Learning
  28 May 2024 0 repositories listed
• Adaptive Horizon Actor-Critic for Policy Learning in Contact-Rich Differentiable Simulation
  28 May 2024 0 repositories listed
• Highway Reinforcement Learning
  28 May 2024 0 repositories listed
• Mutation-Bias Learning in Games
  28 May 2024 0 repositories listed
• Biological Neurons Compete with Deep Reinforcement Learning in Sample Efficiency in a Simulated Gameworld
  27 May 2024 0 repositories listed
• Opinion-Guided Reinforcement Learning
  27 May 2024 0 repositories listed
• Oracle-Efficient Reinforcement Learning for Max Value Ensembles
  27 May 2024 0 repositories listed
• Partial Models for Building Adaptive Model-Based Reinforcement Learning Agents
  27 May 2024 0 repositories listed
• Provably Efficient Reinforcement Learning with Multinomial Logit Function Approximation
  27 May 2024 0 repositories listed
• Reinforcement Learning Based Escape Route Generation in Low Visibility Environments
  27 May 2024 0 repositories listed
• A CMDP-within-online framework for Meta-Safe Reinforcement Learning
  26 May 2024 0 repositories listed
• Amortized Active Causal Induction with Deep Reinforcement Learning
  26 May 2024 0 repositories listed
• Make Safe Decisions in Power System: Safe Reinforcement Learning Based Pre-decision Making for Voltage Stability Emergency Control
  26 May 2024 0 repositories listed
• Fast TRAC: A Parameter-Free Optimizer for Lifelong Reinforcement Learning
  26 May 2024 0 repositories listed
• Reinforcement Learning for Jump-Diffusions, with Financial Applications
  26 May 2024 0 repositories listed
• RLSF: Reinforcement Learning via Symbolic Feedback
  26 May 2024 0 repositories listed
• Adaptive Q-Network: On-the-fly Target Selection for Deep Reinforcement Learning
  25 May 2024 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) · 1 unverified (of 2 harvested samples)
• Dynamic Inhomogeneous Quantum Resource Scheduling with Reinforcement Learning
  25 May 2024 0 repositories listed
• Theoretical Study of Conflict-Avoidant Multi-Objective Reinforcement Learning
  25 May 2024 0 repositories listed
• Cooperative Backdoor Attack in Decentralized Reinforcement Learning with Theoretical Guarantee
  24 May 2024 0 repositories listed
• Counterexample-Guided Repair of Reinforcement Learning Systems Using Safety Critics
  24 May 2024 0 repositories listed
• Extracting Heuristics from Large Language Models for Reward Shaping in Reinforcement Learning
  24 May 2024 0 repositories listed
• Inverse-RLignment: Large Language Model Alignment from Demonstrations through Inverse Reinforcement Learning
  24 May 2024 0 repositories listed
• Learning Generalizable Human Motion Generator with Reinforcement Learning
  24 May 2024 0 repositories listed
• Momentum-Based Federated Reinforcement Learning with Interaction and Communication Efficiency
  24 May 2024 0 repositories listed
• TrojanForge: Generating Adversarial Hardware Trojan Examples Using Reinforcement Learning
  24 May 2024 0 repositories listed
• A finite time analysis of distributed Q-learning
  23 May 2024 0 repositories listed
• Deep Reinforcement Learning for 5*5 Multiplayer Go
  23 May 2024 0 repositories listed
• Deterministic Policies for Constrained Reinforcement Learning in Polynomial Time
  23 May 2024 0 repositories listed
• Direct Preference Optimization With Unobserved Preference Heterogeneity
  23 May 2024 0 repositories listed
• Exclusively Penalized Q-learning for Offline Reinforcement Learning
  23 May 2024 0 repositories listed
• Privileged Sensing Scaffolds Reinforcement Learning
  23 May 2024 0 repositories listed
• DLPO: Diffusion Model Loss-Guided Reinforcement Learning for Fine-Tuning Text-to-Speech Diffusion Models
  23 May 2024 0 repositories listed

Syntology lines on 2 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.