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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 108 of 132: papers 10,701 to 10,800 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.

• What Should I Ask? Using Conversationally Informative Rewards for Goal-oriented Visual Dialog.
  1 Jul 2019 0 repositories listed
• Collaboration of AI Agents via Cooperative Multi-Agent Deep Reinforcement Learning
  30 Jun 2019 0 repositories listed
• Machine Learning for Intelligent Authentication in 5G-and-Beyond Wireless Networks
  30 Jun 2019 0 repositories listed
• Multi-Armed Bandits with Fairness Constraints for Distributing Resources to Human Teammates
  30 Jun 2019 0 repositories listed
• On Training Flexible Robots using Deep Reinforcement Learning
  29 Jun 2019 0 repositories listed
• Learning to Cope with Adversarial Attacks
  28 Jun 2019 0 repositories listed
• Adaptive Honeypot Engagement through Reinforcement Learning of Semi-Markov Decision Processes
  27 Jun 2019 0 repositories listed
• Demonstration-Guided Deep Reinforcement Learning of Control Policies for Dexterous Human-Robot Interaction
  27 Jun 2019 0 repositories listed
• ExTra: Transfer-guided Exploration
  27 Jun 2019 0 repositories listed
• From self-tuning regulators to reinforcement learning and back again
  27 Jun 2019 0 repositories listed
• Learning Policies through Quantile Regression
  27 Jun 2019 0 repositories listed
• Toward Simulating Environments in Reinforcement Learning Based Recommendations
  27 Jun 2019 0 repositories listed
• A Tractable Algorithm For Finite-Horizon Continuous Reinforcement Learning
  26 Jun 2019 0 repositories listed
• Approximate Dynamic Programming For Linear Systems with State and Input Constraints
  26 Jun 2019 0 repositories listed
• Efficient Navigation of Colloidal Robots in an Unknown Environment via Deep Reinforcement Learning
  26 Jun 2019 0 repositories listed
• Compositional Transfer in Hierarchical Reinforcement Learning
  26 Jun 2019 0 repositories listed
• Rethinking Formal Models of Partially Observable Multiagent Decision Making
  26 Jun 2019 0 repositories listed
• Expected Sarsa(λ) with Control Variate for Variance Reduction
  25 Jun 2019 0 repositories listed
• Learning Causal State Representations of Partially Observable Environments
  25 Jun 2019 0 repositories listed
• Neural Proximal/Trust Region Policy Optimization Attains Globally Optimal Policy
  25 Jun 2019 0 repositories listed
• On Multi-Agent Learning in Team Sports Games
  25 Jun 2019 0 repositories listed
• Optimistic Proximal Policy Optimization
  25 Jun 2019 0 repositories listed
• Policy Optimization with Stochastic Mirror Descent
  25 Jun 2019 0 repositories listed
• Reinforcement Learning with Competitive Ensembles of Information-Constrained Primitives
  25 Jun 2019 0 repositories listed
• Uncertainty-aware Model-based Policy Optimization
  25 Jun 2019 0 repositories listed
• A Theoretical Connection Between Statistical Physics and Reinforcement Learning
  24 Jun 2019 0 repositories listed
• Deceptive Reinforcement Learning Under Adversarial Manipulations on Cost Signals
  24 Jun 2019 0 repositories listed
• Deep Conservative Policy Iteration
  24 Jun 2019 0 repositories listed
• Event-Driven Models
  24 Jun 2019 0 repositories listed
• Inverse reinforcement learning conditioned on brain scan
  24 Jun 2019 0 repositories listed
• Optimal Use of Experience in First Person Shooter Environments
  24 Jun 2019 0 repositories listed
• Neural networks with motivation
  23 Jun 2019 0 repositories listed
• On the Feasibility of Learning, Rather than Assuming, Human Biases for Reward Inference
  23 Jun 2019 0 repositories listed
• Reinforcement Learning-Based Trajectory Design for the Aerial Base Stations
  23 Jun 2019 0 repositories listed
• RLTM: An Efficient Neural IR Framework for Long Documents
  22 Jun 2019 0 repositories listed
• A Study of State Aliasing in Structured Prediction with RNNs
  21 Jun 2019 0 repositories listed
• Continual Reinforcement Learning with Diversity Exploration and Adversarial Self-Correction
  21 Jun 2019 0 repositories listed
• Disentangled Skill Embeddings for Reinforcement Learning
  21 Jun 2019 0 repositories listed
• Leveraging Reinforcement Learning Techniques for Effective Policy Adoption and Validation
  21 Jun 2019 0 repositories listed
• Revised Progressive-Hedging-Algorithm Based Two-layer Solution Scheme for Bayesian Reinforcement Learning
  21 Jun 2019 0 repositories listed
• Shaping Belief States with Generative Environment Models for RL
  21 Jun 2019 0 repositories listed
• Cache-Aided NOMA Mobile Edge Computing: A Reinforcement Learning Approach
  20 Jun 2019 0 repositories listed
• Cooperative Lane Changing via Deep Reinforcement Learning
  20 Jun 2019 0 repositories listed
• Finding Needles in a Moving Haystack: Prioritizing Alerts with Adversarial Reinforcement Learning
  20 Jun 2019 0 repositories listed
• The Finite-Horizon Two-Armed Bandit Problem with Binary Responses: A Multidisciplinary Survey of the History, State of the Art, and Myths
  20 Jun 2019 0 repositories listed
• Variable Impedance Control in End-Effector Space: An Action Space for Reinforcement Learning in Contact-Rich Tasks
  20 Jun 2019 0 repositories listed
• When Multiple Agents Learn to Schedule: A Distributed Radio Resource Management Framework
  20 Jun 2019 0 repositories listed
• Adapting Behaviour via Intrinsic Reward: A Survey and Empirical Study
  19 Jun 2019 0 repositories listed
• Adaptive Temporal-Difference Learning for Policy Evaluation with Per-State Uncertainty Estimates
  19 Jun 2019 0 repositories listed
• Experience Replay Optimization
  19 Jun 2019 0 repositories listed
• Global Convergence of Policy Gradient Methods to (Almost) Locally Optimal Policies
  19 Jun 2019 0 repositories listed
• Multi-user Resource Control with Deep Reinforcement Learning in IoT Edge Computing
  19 Jun 2019 0 repositories listed
• Reward Prediction Error as an Exploration Objective in Deep RL
  19 Jun 2019 0 repositories listed
• Wasserstein Adversarial Imitation Learning
  19 Jun 2019 0 repositories listed
• Directed Exploration for Reinforcement Learning
  18 Jun 2019 0 repositories listed
• DISCO: Influence Maximization Meets Network Embedding and Deep Learning
  18 Jun 2019 0 repositories listed
• Evolutionary Reinforcement Learning for Sample-Efficient Multiagent Coordination
  18 Jun 2019 0 repositories listed
• Gap-Increasing Policy Evaluation for Efficient and Noise-Tolerant Reinforcement Learning
  18 Jun 2019 0 repositories listed
• Hill Climbing on Value Estimates for Search-control in Dyna
  18 Jun 2019 0 repositories listed
• RIDM: Reinforced Inverse Dynamics Modeling for Learning from a Single Observed Demonstration
  18 Jun 2019 0 repositories listed
• Robust Reinforcement Learning for Continuous Control with Model Misspecification
  18 Jun 2019 0 repositories listed
• Sample-efficient Adversarial Imitation Learning from Observation
  18 Jun 2019 0 repositories listed
• Towards White-box Benchmarks for Algorithm Control
  18 Jun 2019 0 repositories listed
• A gray-box approach for curriculum learning
  17 Jun 2019 0 repositories listed
• Bayesian Optimization with Binary Auxiliary Information
  17 Jun 2019 0 repositories listed
• Iterative Model-Based Reinforcement Learning Using Simulations in the Differentiable Neural Computer
  17 Jun 2019 0 repositories listed
• LPaintB: Learning to Paint from Self-Supervision
  17 Jun 2019 0 repositories listed
• A Joint Planning and Learning Framework for Human-Aided Decision-Making
  17 Jun 2019 0 repositories listed
• Universal Successor Features Based Deep Reinforcement Learning for Navigation
  17 Jun 2019 0 repositories listed
• Reinforcement Learning Driven Heuristic Optimization
  16 Jun 2019 0 repositories listed
• Injecting Prior Knowledge for Transfer Learning into Reinforcement Learning Algorithms using Logic Tensor Networks
  15 Jun 2019 0 repositories listed
• Reinforcement Learning with Non-uniform State Representations for Adaptive Search
  15 Jun 2019 0 repositories listed
• Direct Policy Gradients: Direct Optimization of Policies in Discrete Action Spaces
  14 Jun 2019 0 repositories listed
• Epistemic Risk-Sensitive Reinforcement Learning
  14 Jun 2019 0 repositories listed
• Provably Efficient Q-learning with Function Approximation via Distribution Shift Error Checking Oracle
  14 Jun 2019 0 repositories listed
• Self-Tuning Sectorization: Deep Reinforcement Learning Meets Broadcast Beam Optimization
  14 Jun 2019 0 repositories listed
• Deep Reinforcement Learning for Cyber Security
  13 Jun 2019 0 repositories listed
• Early Detection of Long Term Evaluation Criteria in Online Controlled Experiments
  13 Jun 2019 0 repositories listed
• Conditioning of Reinforcement Learning Agents and its Policy Regularization Application
  13 Jun 2019 0 repositories listed
• Modeling and Interpreting Real-world Human Risk Decision Making with Inverse Reinforcement Learning
  13 Jun 2019 0 repositories listed
• Sub-policy Adaptation for Hierarchical Reinforcement Learning
  13 Jun 2019 0 repositories listed
• Deep Reinforcement Learning for Unmanned Aerial Vehicle-Assisted Vehicular Networks
  12 Jun 2019 0 repositories listed
• Regret Minimization for Reinforcement Learning by Evaluating the Optimal Bias Function
  12 Jun 2019 0 repositories listed
• Adaptive Optimal Control for Reference Tracking Independent of Exo-System Dynamics
  12 Jun 2019 0 repositories listed
• Sub-Goal Trees -- a Framework for Goal-Directed Trajectory Prediction and Optimization
  12 Jun 2019 0 repositories listed
• A Hybrid Approach Between Adversarial Generative Networks and Actor-Critic Policy Gradient for Low Rate High-Resolution Image Compression
  11 Jun 2019 0 repositories listed
• Continual Reinforcement Learning deployed in Real-life using Policy Distillation and Sim2Real Transfer
  11 Jun 2019 0 repositories listed
• Dealing with Non-Stationarity in Multi-Agent Deep Reinforcement Learning
  11 Jun 2019 0 repositories listed
• Deep learning control of artificial avatars in group coordination tasks
  11 Jun 2019 0 repositories listed
• Reinforcement Learning for Integer Programming: Learning to Cut
  11 Jun 2019 0 repositories listed
• Reinforcement Learning of Minimalist Numeral Grammars
  11 Jun 2019 0 repositories listed
• Towards Inverse Reinforcement Learning for Limit Order Book Dynamics
  11 Jun 2019 0 repositories listed
• A Survey of Reinforcement Learning Informed by Natural Language
  10 Jun 2019 0 repositories listed
• Attacking Graph Convolutional Networks via Rewiring
  10 Jun 2019 0 repositories listed
• Deep Reinforcement Learning with Discrete Normalized Advantage Functions for Resource Management in Network Slicing
  10 Jun 2019 0 repositories listed
• Model-Based Reinforcement Learning with a Generative Model is Minimax Optimal
  10 Jun 2019 0 repositories listed
• Neural Heterogeneous Scheduler
  9 Jun 2019 0 repositories listed
• Transfer Learning by Modeling a Distribution over Policies
  9 Jun 2019 0 repositories listed
• Towards Optimal Off-Policy Evaluation for Reinforcement Learning with Marginalized Importance Sampling
  8 Jun 2019 0 repositories listed
• Figure Captioning with Reasoning and Sequence-Level Training
  7 Jun 2019 0 repositories listed