Browse State-of-the-Art › Reinforcement Learning (RL) › Papers, page 80

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 80 of 152: papers 7,901 to 8,000 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.

• Visual Backtracking Teleoperation: A Data Collection Protocol for Offline Image-Based Reinforcement Learning
  5 Oct 2022 0 repositories listed
• Using Deep Reinforcement Learning for mmWave Real-Time Scheduling
  4 Oct 2022 0 repositories listed
• Evaluating Disentanglement in Generative Models Without Knowledge of Latent Factors
  4 Oct 2022 0 repositories listed
• Federated Reinforcement Learning for Real-Time Electric Vehicle Charging and Discharging Control
  4 Oct 2022 0 repositories listed
• Handling Sparse Rewards in Reinforcement Learning Using Model Predictive Control
  4 Oct 2022 0 repositories listed
• Hyperbolic Deep Reinforcement Learning
  4 Oct 2022 0 repositories listed
• Learning Dynamic Abstract Representations for Sample-Efficient Reinforcement Learning
  4 Oct 2022 0 repositories listed
• Learning Perception-Aware Agile Flight in Cluttered Environments
  4 Oct 2022 0 repositories listed
• Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees
  4 Oct 2022 0 repositories listed
• CostNet: An End-to-End Framework for Goal-Directed Reinforcement Learning
  3 Oct 2022 0 repositories listed
• Interpretable Option Discovery using Deep Q-Learning and Variational Autoencoders
  3 Oct 2022 0 repositories listed
• Mastering Spatial Graph Prediction of Road Networks
  3 Oct 2022 0 repositories listed
• MSRL: Distributed Reinforcement Learning with Dataflow Fragments
  3 Oct 2022 0 repositories listed
• Near-Optimal Deployment Efficiency in Reward-Free Reinforcement Learning with Linear Function Approximation
  3 Oct 2022 0 repositories listed
• Offline Reinforcement Learning with Differentiable Function Approximation is Provably Efficient
  3 Oct 2022 0 repositories listed
• Policy Gradient for Reinforcement Learning with General Utilities
  3 Oct 2022 0 repositories listed
• Square-root regret bounds for continuous-time episodic Markov decision processes
  3 Oct 2022 0 repositories listed
• EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-choice Dynamics Model
  2 Oct 2022 0 repositories listed
• Policy Gradients for Probabilistic Constrained Reinforcement Learning
  2 Oct 2022 0 repositories listed
• Robust Bayesian optimization with reinforcement learned acquisition functions
  2 Oct 2022 0 repositories listed
• Bayesian Q-learning With Imperfect Expert Demonstrations
  1 Oct 2022 0 repositories listed
• Can Data Diversity Enhance Learning Generalization?
  1 Oct 2022 0 repositories listed
• Comparing BERT-based Reward Functions for Deep Reinforcement Learning in Machine Translation
  1 Oct 2022 0 repositories listed
• Learning-Based Adaptive Optimal Control of Linear Time-Delay Systems: A Policy Iteration Approach
  1 Oct 2022 0 repositories listed
• Parsing Natural Language into Propositional and First-Order Logic with Dual Reinforcement Learning
  1 Oct 2022 0 repositories listed
• Zero-Shot Policy Transfer with Disentangled Task Representation of Meta-Reinforcement Learning
  1 Oct 2022 0 repositories listed
• A General Framework for Sample-Efficient Function Approximation in Reinforcement Learning
  30 Sep 2022 0 repositories listed
• ASPiRe:Adaptive Skill Priors for Reinforcement Learning
  30 Sep 2022 0 repositories listed
• Efficient LSTM Training with Eligibility Traces
  30 Sep 2022 0 repositories listed
• Efficiently Learning Small Policies for Locomotion and Manipulation
  30 Sep 2022 0 repositories listed
• Bounded Robustness in Reinforcement Learning via Lexicographic Objectives
  30 Sep 2022 0 repositories listed
• Programmable Control of Ultrasound Swarmbots through Reinforcement Learning
  30 Sep 2022 0 repositories listed
• Reward Shaping for User Satisfaction in a REINFORCE Recommender
  30 Sep 2022 0 repositories listed
• RL-MD: A Novel Reinforcement Learning Approach for DNA Motif Discovery
  30 Sep 2022 0 repositories listed
• The Role of Time Delay in Sim2real Transfer of Reinforcement Learning for Cyber-Physical Systems
  30 Sep 2022 0 repositories listed
• Towards a Fully Autonomous UAV Controller for Moving Platform Detection and Landing
  30 Sep 2022 0 repositories listed
• Blessing from Human-AI Interaction: Super Reinforcement Learning in Confounded Environments
  29 Sep 2022 0 repositories listed
• Contrastive Unsupervised Learning of World Model with Invariant Causal Features
  29 Sep 2022 0 repositories listed
• Enforcing Hard Constraints with Soft Barriers: Safe Reinforcement Learning in Unknown Stochastic Environments
  29 Sep 2022 0 repositories listed
• Ensemble Reinforcement Learning in Continuous Spaces -- A Hierarchical Multi-Step Approach for Policy Training
  29 Sep 2022 0 repositories listed
• How Does Return Distribution in Distributional Reinforcement Learning Help Optimization?
  29 Sep 2022 0 repositories listed
• Learning Parsimonious Dynamics for Generalization in Reinforcement Learning
  29 Sep 2022 0 repositories listed
• Online Weighted Q-Ensembles for Reduced Hyperparameter Tuning in Reinforcement Learning
  29 Sep 2022 0 repositories listed
• Optimistic MLE -- A Generic Model-based Algorithm for Partially Observable Sequential Decision Making
  29 Sep 2022 0 repositories listed
• Partially Observable RL with B-Stability: Unified Structural Condition and Sharp Sample-Efficient Algorithms
  29 Sep 2022 0 repositories listed
• Reinforcement Learning Algorithms: An Overview and Classification
  29 Sep 2022 0 repositories listed
• Argumentative Reward Learning: Reasoning About Human Preferences
  28 Sep 2022 0 repositories listed
• Disentangling Transfer in Continual Reinforcement Learning
  28 Sep 2022 0 repositories listed
• FIRE: A Failure-Adaptive Reinforcement Learning Framework for Edge Computing Migrations
  28 Sep 2022 0 repositories listed
• Guiding Safe Exploration with Weakest Preconditions
  28 Sep 2022 0 repositories listed
• Generalization in Deep Reinforcement Learning for Robotic Navigation by Reward Shaping
  28 Sep 2022 0 repositories listed
• Online Policy Optimization for Robust MDP
  28 Sep 2022 0 repositories listed
• Predictive Crypto-Asset Automated Market Making Architecture for Decentralized Finance using Deep Reinforcement Learning
  28 Sep 2022 0 repositories listed
• DCE: Offline Reinforcement Learning With Double Conservative Estimates
  27 Sep 2022 0 repositories listed
• Design of experiments for the calibration of history-dependent models via deep reinforcement learning and an enhanced Kalman filter
  27 Sep 2022 0 repositories listed
• Neural Frank-Wolfe Policy Optimization for Region-of-Interest Intra-Frame Coding with HEVC/H.265
  27 Sep 2022 0 repositories listed
• Reinforcement Learning for Cognitive Delay/Disruption Tolerant Network Node Management in an LEO-based Satellite Constellation
  27 Sep 2022 0 repositories listed
• Reinforcement Learning with Non-Exponential Discounting
  27 Sep 2022 0 repositories listed
• Safe Reinforcement Learning of Dynamic High-Dimensional Robotic Tasks: Navigation, Manipulation, Interaction
  27 Sep 2022 0 repositories listed
• Actor-Critic Network for O-RAN Resource Allocation: xApp Design, Deployment, and Analysis
  26 Sep 2022 0 repositories listed
• DEFT: Diverse Ensembles for Fast Transfer in Reinforcement Learning
  26 Sep 2022 0 repositories listed
• Delayed Geometric Discounts: An Alternative Criterion for Reinforcement Learning
  26 Sep 2022 0 repositories listed
• Improving Document Image Understanding with Reinforcement Finetuning
  26 Sep 2022 0 repositories listed
• Overcoming Referential Ambiguity in Language-Guided Goal-Conditioned Reinforcement Learning
  26 Sep 2022 0 repositories listed
• Paused Agent Replay Refresh
  26 Sep 2022 0 repositories listed
• Understanding Hindsight Goal Relabeling from a Divergence Minimization Perspective
  26 Sep 2022 0 repositories listed
• Deep Reinforcement Learning for Adaptive Mesh Refinement
  25 Sep 2022 0 repositories listed
• Opportunities and Challenges from Using Animal Videos in Reinforcement Learning for Navigation
  25 Sep 2022 0 repositories listed
• Reward Learning using Structural Motifs in Inverse Reinforcement Learning
  25 Sep 2022 0 repositories listed
• Fast Lifelong Adaptive Inverse Reinforcement Learning from Demonstrations
  24 Sep 2022 0 repositories listed
• Quantification before Selection: Active Dynamics Preference for Robust Reinforcement Learning
  23 Sep 2022 0 repositories listed
• SAFER: Safe Collision Avoidance using Focused and Efficient Trajectory Search with Reinforcement Learning
  23 Sep 2022 0 repositories listed
• Unified Algorithms for RL with Decision-Estimation Coefficients: PAC, Reward-Free, Preference-Based Learning, and Beyond
  23 Sep 2022 0 repositories listed
• Computational Discovery of Energy-Efficient Heat Treatment for Microstructure Design using Deep Reinforcement Learning
  22 Sep 2022 0 repositories listed
• Developing, Evaluating and Scaling Learning Agents in Multi-Agent Environments
  22 Sep 2022 0 repositories listed
• Minimizing Human Assistance: Augmenting a Single Demonstration for Deep Reinforcement Learning
  22 Sep 2022 0 repositories listed
• Parallel Reinforcement Learning Simulation for Visual Quadrotor Navigation
  22 Sep 2022 0 repositories listed
• Reinforcement Learning in Computing and Network Convergence Orchestration
  22 Sep 2022 0 repositories listed
• ECSAS: Exploring Critical Scenarios from Action Sequence in Autonomous Driving
  21 Sep 2022 0 repositories listed
• Evaluation of Look-ahead Economic Dispatch Using Reinforcement Learning
  21 Sep 2022 0 repositories listed
• Hierarchical Decision Transformer
  21 Sep 2022 0 repositories listed
• Lamarckian Platform: Pushing the Boundaries of Evolutionary Reinforcement Learning towards Asynchronous Commercial Games
  21 Sep 2022 0 repositories listed
• Learning from Symmetry: Meta-Reinforcement Learning with Symmetrical Behaviors and Language Instructions
  21 Sep 2022 0 repositories listed
• Model-Free Reinforcement Learning for Asset Allocation
  21 Sep 2022 0 repositories listed
• On the Convergence Theory of Meta Reinforcement Learning with Personalized Policies
  21 Sep 2022 0 repositories listed
• Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks
  21 Sep 2022 0 repositories listed
• A Deep Reinforcement Learning-Based Charging Scheduling Approach with Augmented Lagrangian for Electric Vehicle
  20 Sep 2022 0 repositories listed
• A Spiking Neural Network Learning Markov Chain
  20 Sep 2022 0 repositories listed
• Asynchronous Actor-Critic for Multi-Agent Reinforcement Learning
  20 Sep 2022 0 repositories listed
• Deep Q-Network for AI Soccer
  20 Sep 2022 0 repositories listed
• Graph Value Iteration
  20 Sep 2022 0 repositories listed
• IRS Assisted NOMA Aided Mobile Edge Computing with Queue Stability: Heterogeneous Multi-Agent Reinforcement Learning
  20 Sep 2022 0 repositories listed
• Locally Constrained Representations in Reinforcement Learning
  20 Sep 2022 0 repositories listed
• Macro-Action-Based Multi-Agent/Robot Deep Reinforcement Learning under Partial Observability
  20 Sep 2022 0 repositories listed
• Optimizing Crop Management with Reinforcement Learning and Imitation Learning
  20 Sep 2022 0 repositories listed
• Soft Action Priors: Towards Robust Policy Transfer
  20 Sep 2022 0 repositories listed
• Towards Task-Prioritized Policy Composition
  20 Sep 2022 0 repositories listed
• A Transferable and Automatic Tuning of Deep Reinforcement Learning for Cost Effective Phishing Detection
  19 Sep 2022 0 repositories listed
• Active Predicting Coding: Brain-Inspired Reinforcement Learning for Sparse Reward Robotic Control Problems
  19 Sep 2022 0 repositories listed
• Age of Semantics in Cooperative Communications: To Expedite Simulation Towards Real via Offline Reinforcement Learning
  19 Sep 2022 0 repositories listed