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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 130 of 152: papers 12,901 to 13,000 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.

• City Metro Network Expansion with Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Collaborative Inter-agent Knowledge Distillation for Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Consistent Meta-Reinforcement Learning via Model Identification and Experience Relabeling
  25 Sep 2019 0 repositories listed
• Contextual Inverse Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Counterfactual Regularization for Model-Based Reinforcement Learning
  25 Sep 2019 0 repositories listed
• CrossNorm: On Normalization for Off-Policy Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Deep RL for Blood Glucose Control: Lessons, Challenges, and Opportunities
  25 Sep 2019 0 repositories listed
• DeepAGREL: Biologically plausible deep learning via direct reinforcement
  25 Sep 2019 0 repositories listed
• Do recent advancements in model-based deep reinforcement learning really improve data efficiency?
  25 Sep 2019 0 repositories listed
• Efficient meta reinforcement learning via meta goal generation
  25 Sep 2019 0 repositories listed
• Event Discovery for History Representation in Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Evo-NAS: Evolutionary-Neural Hybrid Agent for Architecture Search
  25 Sep 2019 0 repositories listed
• Generalizing Reinforcement Learning to Unseen Actions
  25 Sep 2019 0 repositories listed
• HIPPOCAMPAL NEURONAL REPRESENTATIONS IN CONTINUAL LEARNING
  25 Sep 2019 0 repositories listed
• Hope For The Best But Prepare For The Worst: Cautious Adaptation In RL Agents
  25 Sep 2019 0 repositories listed
• How many weights are enough : can tensor factorization learn efficient policies ?
  25 Sep 2019 0 repositories listed
• Improving Exploration of Deep Reinforcement Learning using Planning for Policy Search
  25 Sep 2019 0 repositories listed
• Improving SAT Solver Heuristics with Graph Networks and Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Learning Algorithmic Solutions to Symbolic Planning Tasks with a Neural Computer
  25 Sep 2019 0 repositories listed
• Learning by shaking: Computing policy gradients by physical forward-propagation
  25 Sep 2019 0 repositories listed
• Learning Functionally Decomposed Hierarchies for Continuous Navigation Tasks
  25 Sep 2019 0 repositories listed
• Learning Good Policies By Learning Good Perceptual Models
  25 Sep 2019 0 repositories listed
• Learning Key Steps to Attack Deep Reinforcement Learning Agents
  25 Sep 2019 0 repositories listed
• Learning Temporal Abstraction with Information-theoretic Constraints for Hierarchical Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Learning to Reach Goals Without Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Learning to Reason: Distilling Hierarchy via Self-Supervision and Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Learning with Social Influence through Interior Policy Differentiation
  25 Sep 2019 0 repositories listed
• Learning World Graph Decompositions To Accelerate Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Long-term planning, short-term adjustments
  25 Sep 2019 0 repositories listed
• Meta Learning via Learned Loss
  25 Sep 2019 0 repositories listed
• Mint: Matrix-Interleaving for Multi-Task Learning
  25 Sep 2019 0 repositories listed
• Model Ensemble-Based Intrinsic Reward for Sparse Reward Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Model-free Learning Control of Nonlinear Stochastic Systems with Stability Guarantee
  25 Sep 2019 0 repositories listed
• Model Imitation for Model-Based Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Modeling Fake News in Social Networks with Deep Multi-Agent Reinforcement Learning
  25 Sep 2019 0 repositories listed
• MoET: Interpretable and Verifiable Reinforcement Learning via Mixture of Expert Trees
  25 Sep 2019 0 repositories listed
• Multi-Agent Hierarchical Reinforcement Learning for Humanoid Navigation
  25 Sep 2019 0 repositories listed
• Multi-step Greedy Policies in Model-Free Deep Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Multiagent Reinforcement Learning in Games with an Iterated Dominance Solution
  25 Sep 2019 0 repositories listed
• Partial Simulation for Imitation Learning
  25 Sep 2019 0 repositories listed
• Policy Optimization by Local Improvement through Search
  25 Sep 2019 0 repositories listed
• Policy Tree Network
  25 Sep 2019 0 repositories listed
• Multi-task Batch Reinforcement Learning with Metric Learning
  25 Sep 2019 0 repositories listed
• Pre-training as Batch Meta Reinforcement Learning with tiMe
  25 Sep 2019 0 repositories listed
• Probabilistic View of Multi-agent Reinforcement Learning: A Unified Approach
  25 Sep 2019 0 repositories listed
• QXplore: Q-Learning Exploration by Maximizing Temporal Difference Error
  25 Sep 2019 0 repositories listed
• REFINING MONTE CARLO TREE SEARCH AGENTS BY MONTE CARLO TREE SEARCH
  25 Sep 2019 0 repositories listed
• Reinforcement learning for suppression of collective activity in oscillatory ensembles
  25 Sep 2019 0 repositories listed
• Reinforcement Learning with Chromatic Networks
  25 Sep 2019 0 repositories listed
• Risk Averse Value Expansion for Sample Efficient and Robust Policy Learning
  25 Sep 2019 0 repositories listed
• Robust Domain Randomization for Reinforcement Learning
  25 Sep 2019 0 repositories listed
• S2VG: Soft Stochastic Value Gradient method
  25 Sep 2019 0 repositories listed
• Sequence-level Intrinsic Exploration Model for Partially Observable Domains
  25 Sep 2019 0 repositories listed
• Solving single-objective tasks by preference multi-objective reinforcement learning
  25 Sep 2019 0 repositories listed
• Sparse Skill Coding: Learning Behavioral Hierarchies with Sparse Codes
  25 Sep 2019 0 repositories listed
• Stabilizing Off-Policy Reinforcement Learning with Conservative Policy Gradients
  25 Sep 2019 0 repositories listed
• Striving for Simplicity in Off-Policy Deep Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Subjective Reinforcement Learning for Open Complex Environments
  25 Sep 2019 0 repositories listed
• Temporal Difference Weighted Ensemble For Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Towards Simplicity in Deep Reinforcement Learning: Streamlined Off-Policy Learning
  25 Sep 2019 0 repositories listed
• Training a Constrained Natural Media Painting Agent using Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Trajectory representation learning for Multi-Task NMRDPs planning
  25 Sep 2019 0 repositories listed
• Variational Constrained Reinforcement Learning with Application to Planning at Roundabout
  25 Sep 2019 0 repositories listed
• Zero-Shot Policy Transfer with Disentangled Attention
  25 Sep 2019 0 repositories listed
• Brain-Inspired Hardware for Artificial Intelligence: Accelerated Learning in a Physical-Model Spiking Neural Network
  24 Sep 2019 0 repositories listed
• Controlling an Autonomous Vehicle with Deep Reinforcement Learning
  24 Sep 2019 0 repositories listed
• Efficient Inference and Exploration for Reinforcement Learning
  24 Sep 2019 0 repositories listed
• Power Allocation in Cache-Aided NOMA Systems: Optimization and Deep Reinforcement Learning Approaches
  24 Sep 2019 0 repositories listed
• Where to Look Next: Unsupervised Active Visual Exploration on 360° Input
  23 Sep 2019 0 repositories listed
• Robot Navigation in Crowds by Graph Convolutional Networks with Attention Learned from Human Gaze
  23 Sep 2019 0 repositories listed
• PAC Reinforcement Learning without Real-World Feedback
  23 Sep 2019 0 repositories listed
• Constrained Attractor Selection Using Deep Reinforcement Learning
  23 Sep 2019 0 repositories listed
• Integrating independent and centralized multi-agent reinforcement learning for traffic signal network optimization
  23 Sep 2019 0 repositories listed
• Why Does Hierarchy (Sometimes) Work So Well in Reinforcement Learning?
  23 Sep 2019 0 repositories listed
• Leveraging Human Guidance for Deep Reinforcement Learning Tasks
  21 Sep 2019 0 repositories listed
• A Layered Architecture for Active Perception: Image Classification using Deep Reinforcement Learning
  20 Sep 2019 0 repositories listed
• How Much Do Unstated Problem Constraints Limit Deep Robotic Reinforcement Learning?
  20 Sep 2019 0 repositories listed
• On the Convergence of Approximate and Regularized Policy Iteration Schemes
  20 Sep 2019 0 repositories listed
• Redirection Controller Using Reinforcement Learning
  20 Sep 2019 0 repositories listed
• MACS: Deep Reinforcement Learning based SDN Controller Synchronization Policy Design
  19 Sep 2019 0 repositories listed
• Robot Sound Interpretation: Combining Sight and Sound in Learning-Based Control
  19 Sep 2019 0 repositories listed
• Instance-dependent ℓ_∞-bounds for policy evaluation in tabular reinforcement learning
  19 Sep 2019 0 repositories listed
• A Hierarchical Two-tier Approach to Hyper-parameter Optimization in Reinforcement Learning
  18 Sep 2019 0 repositories listed
• A Human-Centered Data-Driven Planner-Actor-Critic Architecture via Logic Programming
  18 Sep 2019 0 repositories listed
• Automated Lane Change Decision Making using Deep Reinforcement Learning in Dynamic and Uncertain Highway Environment
  18 Sep 2019 0 repositories listed
• DeepGait: Planning and Control of Quadrupedal Gaits using Deep Reinforcement Learning
  18 Sep 2019 0 repositories listed
• Dependency-Aware Computation Offloading in Mobile Edge Computing: A Reinforcement Learning Approach
  18 Sep 2019 0 repositories listed
• Robust Opponent Modeling via Adversarial Ensemble Reinforcement Learning in Asymmetric Imperfect-Information Games
  18 Sep 2019 0 repositories listed
• Segregation Dynamics with Reinforcement Learning and Agent Based Modeling
  18 Sep 2019 0 repositories listed
• Visual Tracking by means of Deep Reinforcement Learning and an Expert Demonstrator
  18 Sep 2019 0 repositories listed
• A Review of Tracking, Prediction and Decision Making Methods for Autonomous Driving
  17 Sep 2019 0 repositories listed
• Adversarial Feature Training for Generalizable Robotic Visuomotor Control
  17 Sep 2019 0 repositories listed
• Attraction-Repulsion Actor-Critic for Continuous Control Reinforcement Learning
  17 Sep 2019 0 repositories listed
• Controllable Length Control Neural Encoder-Decoder via Reinforcement Learning
  17 Sep 2019 0 repositories listed
• Generating Black-Box Adversarial Examples for Text Classifiers Using a Deep Reinforced Model
  17 Sep 2019 0 repositories listed
• Stock market microstructure inference via multi-agent reinforcement learning
  17 Sep 2019 0 repositories listed
• Selective Network Discovery via Deep Reinforcement Learning on Embedded Spaces
  16 Sep 2019 0 repositories listed
• Data Centers Job Scheduling with Deep Reinforcement Learning
  16 Sep 2019 0 repositories listed
• Leveraging human Domain Knowledge to model an empirical Reward function for a Reinforcement Learning problem
  16 Sep 2019 0 repositories listed
• Meta Reinforcement Learning for Sim-to-real Domain Adaptation
  16 Sep 2019 0 repositories listed