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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 147 of 152: papers 14,601 to 14,700 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.

• Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning
  19 Jun 2017 0 repositories listed
• Reinforcement Learning under Model Mismatch
  15 Jun 2017 0 repositories listed
• Reinforcement Learning with Budget-Constrained Nonparametric Function Approximation for Opportunistic Spectrum Access
  14 Jun 2017 0 repositories listed
• On Optimistic versus Randomized Exploration in Reinforcement Learning
  13 Jun 2017 0 repositories listed
• ACCNet: Actor-Coordinator-Critic Net for "Learning-to-Communicate" with Deep Multi-agent Reinforcement Learning
  10 Jun 2017 0 repositories listed
• Symmetry Learning for Function Approximation in Reinforcement Learning
  9 Jun 2017 0 repositories listed
• Unlocking the Potential of Simulators: Design with RL in Mind
  8 Jun 2017 0 repositories listed
• Efficient Reinforcement Learning via Initial Pure Exploration
  7 Jun 2017 0 repositories listed
• A method for the online construction of the set of states of a Markov Decision Process using Answer Set Programming
  5 Jun 2017 0 repositories listed
• Towards Synthesizing Complex Programs from Input-Output Examples
  5 Jun 2017 0 repositories listed
• UCB Exploration via Q-Ensembles
  5 Jun 2017 0 repositories listed
• Actor-Critic for Linearly-Solvable Continuous MDP with Partially Known Dynamics
  4 Jun 2017 0 repositories listed
• Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning
  1 Jun 2017 0 repositories listed
• Reinforcement Learning for Learning Rate Control
  31 May 2017 0 repositories listed
• Sequential Dynamic Decision Making with Deep Neural Nets on a Test-Time Budget
  31 May 2017 0 repositories listed
• End-to-end Active Object Tracking via Reinforcement Learning
  30 May 2017 0 repositories listed
• Experience Replay Using Transition Sequences
  30 May 2017 0 repositories listed
• Fine-grained acceleration control for autonomous intersection management using deep reinforcement learning
  30 May 2017 0 repositories listed
• Boltzmann Exploration Done Right
  29 May 2017 0 repositories listed
• Role Playing Learning for Socially Concomitant Mobile Robot Navigation
  29 May 2017 0 repositories listed
• Cross-Domain Perceptual Reward Functions
  25 May 2017 0 repositories listed
• First-spike based visual categorization using reward-modulated STDP
  25 May 2017 0 repositories listed
• State Space Decomposition and Subgoal Creation for Transfer in Deep Reinforcement Learning
  24 May 2017 0 repositories listed
• Continuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach
  23 May 2017 0 repositories listed
• Enhanced Experience Replay Generation for Efficient Reinforcement Learning
  23 May 2017 0 repositories listed
• Visual Semantic Planning using Deep Successor Representations
  23 May 2017 0 repositories listed
• A unified view of entropy-regularized Markov decision processes
  22 May 2017 0 repositories listed
• Experience enrichment based task independent reward model
  21 May 2017 0 repositories listed
• Learning to Mix n-Step Returns: Generalizing lambda-Returns for Deep Reinforcement Learning
  21 May 2017 0 repositories listed
• Shallow Updates for Deep Reinforcement Learning
  21 May 2017 0 repositories listed
• Batch Reinforcement Learning on the Industrial Benchmark: First Experiences
  20 May 2017 0 repositories listed
• Learning to Factor Policies and Action-Value Functions: Factored Action Space Representations for Deep Reinforcement learning
  20 May 2017 0 repositories listed
• A Comparison of Reinforcement Learning Techniques for Fuzzy Cloud Auto-Scaling
  19 May 2017 0 repositories listed
• Atari games and Intel processors
  19 May 2017 0 repositories listed
• Posterior sampling for reinforcement learning: worst-case regret bounds
  19 May 2017 0 repositories listed
• Delving into adversarial attacks on deep policies
  18 May 2017 0 repositories listed
• New Reinforcement Learning Using a Chaotic Neural Network for Emergence of "Thinking" - "Exploration" Grows into "Thinking" through Learning -
  16 May 2017 0 repositories listed
• Emotion in Reinforcement Learning Agents and Robots: A Survey
  15 May 2017 0 repositories listed
• Repeated Inverse Reinforcement Learning
  15 May 2017 0 repositories listed
• Deep Episodic Value Iteration for Model-based Meta-Reinforcement Learning
  9 May 2017 0 repositories listed
• Experimental results : Reinforcement Learning of POMDPs using Spectral Methods
  7 May 2017 0 repositories listed
• Answer Set Programming for Non-Stationary Markov Decision Processes
  3 May 2017 0 repositories listed
• Navigating Occluded Intersections with Autonomous Vehicles using Deep Reinforcement Learning
  2 May 2017 0 repositories listed
• Traffic Light Control Using Deep Policy-Gradient and Value-Function Based Reinforcement Learning
  28 Apr 2017 0 repositories listed
• Reinforcement Learning-based Thermal Comfort Control for Vehicle Cabins
  25 Apr 2017 0 repositories listed
• Stochastic Constraint Programming as Reinforcement Learning
  24 Apr 2017 0 repositories listed
• Equivalence Between Policy Gradients and Soft Q-Learning
  21 Apr 2017 0 repositories listed
• A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units
  20 Apr 2017 0 repositories listed
• Reinforcement Learning with External Knowledge and Two-Stage Q-functions for Predicting Popular Reddit Threads
  20 Apr 2017 0 repositories listed
• Investigating Recurrence and Eligibility Traces in Deep Q-Networks
  18 Apr 2017 0 repositories listed
• Effective Warm Start for the Online Actor-Critic Reinforcement Learning based mHealth Intervention
  17 Apr 2017 0 repositories listed
• Pseudorehearsal in actor-critic agents
  17 Apr 2017 0 repositories listed
• The Reactor: A fast and sample-efficient Actor-Critic agent for Reinforcement Learning
  15 Apr 2017 0 repositories listed
• Environment-Independent Task Specifications via GLTL
  14 Apr 2017 0 repositories listed
• Ultrafast photonic reinforcement learning based on laser chaos
  14 Apr 2017 0 repositories listed
• Deep Reinforcement Learning-based Image Captioning with Embedding Reward
  12 Apr 2017 0 repositories listed
• Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning
  10 Apr 2017 0 repositories listed
• Data-efficient Deep Reinforcement Learning for Dexterous Manipulation
  10 Apr 2017 0 repositories listed
• Dynamic Safe Interruptibility for Decentralized Multi-Agent Reinforcement Learning
  10 Apr 2017 0 repositories listed
• Stein Variational Policy Gradient
  7 Apr 2017 0 repositories listed
• Finite Sample Analyses for TD(0) with Function Approximation
  4 Apr 2017 0 repositories listed
• Multi-Advisor Reinforcement Learning
  3 Apr 2017 0 repositories listed
• On the Properties of the Softmax Function with Application in Game Theory and Reinforcement Learning
  3 Apr 2017 0 repositories listed
• Evaluating Persuasion Strategies and Deep Reinforcement Learning methods for Negotiation Dialogue agents
  1 Apr 2017 0 repositories listed
• Integrated Learning of Dialog Strategies and Semantic Parsing
  1 Apr 2017 0 repositories listed
• Enter the Matrix: Safely Interruptible Autonomous Systems via Virtualization
  30 Mar 2017 0 repositories listed
• Inverse Risk-Sensitive Reinforcement Learning
  29 Mar 2017 0 repositories listed
• Inverse Reinforcement Learning from Summary Data
  28 Mar 2017 0 repositories listed
• Cohesion-based Online Actor-Critic Reinforcement Learning for mHealth Intervention
  25 Mar 2017 0 repositories listed
• Exploration--Exploitation in MDPs with Options
  25 Mar 2017 0 repositories listed
• Unsupervised Basis Function Adaptation for Reinforcement Learning
  23 Mar 2017 0 repositories listed
• Deep Exploration via Randomized Value Functions
  22 Mar 2017 0 repositories listed
• Fake News Mitigation via Point Process Based Intervention
  22 Mar 2017 0 repositories listed
• Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems
  21 Mar 2017 0 repositories listed
• Pseudorehearsal in value function approximation
  21 Mar 2017 0 repositories listed
• Multi-Timescale, Gradient Descent, Temporal Difference Learning with Linear Options
  19 Mar 2017 0 repositories listed
• Deep Decentralized Multi-task Multi-Agent Reinforcement Learning under Partial Observability
  17 Mar 2017 0 repositories listed
• Online Learning for Offloading and Autoscaling in Energy Harvesting Mobile Edge Computing
  17 Mar 2017 0 repositories listed
• Particle Value Functions
  16 Mar 2017 0 repositories listed
• Using Reinforcement Learning for Demand Response of Domestic Hot Water Buffers: a Real-Life Demonstration
  16 Mar 2017 0 repositories listed
• Finite Sample Analysis of Two-Timescale Stochastic Approximation with Applications to Reinforcement Learning
  15 Mar 2017 0 repositories listed
• A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning
  13 Mar 2017 0 repositories listed
• Reinforcement Learning for Transition-Based Mention Detection
  13 Mar 2017 0 repositories listed
• Sensor Fusion for Robot Control through Deep Reinforcement Learning
  13 Mar 2017 0 repositories listed
• Micro-Objective Learning : Accelerating Deep Reinforcement Learning through the Discovery of Continuous Subgoals
  11 Mar 2017 0 repositories listed
• Communications that Emerge through Reinforcement Learning Using a (Recurrent) Neural Network
  10 Mar 2017 0 repositories listed
• Sample Efficient Feature Selection for Factored MDPs
  9 Mar 2017 0 repositories listed
• What can you do with a rock? Affordance extraction via word embeddings
  9 Mar 2017 0 repositories listed
• Learning Invariant Feature Spaces to Transfer Skills with Reinforcement Learning
  8 Mar 2017 0 repositories listed
• Tactics of Adversarial Attack on Deep Reinforcement Learning Agents
  8 Mar 2017 0 repositories listed
• Tree-Structured Reinforcement Learning for Sequential Object Localization
  8 Mar 2017 0 repositories listed
• Functions that Emerge through End-to-End Reinforcement Learning - The Direction for Artificial General Intelligence -
  7 Mar 2017 0 repositories listed
• Surprise-Based Intrinsic Motivation for Deep Reinforcement Learning
  6 Mar 2017 0 repositories listed
• Actor-Critic Reinforcement Learning with Simultaneous Human Control and Feedback
  3 Mar 2017 0 repositories listed
• Deeply AggreVaTeD: Differentiable Imitation Learning for Sequential Prediction
  3 Mar 2017 0 repositories listed
• Multi-step Reinforcement Learning: A Unifying Algorithm
  3 Mar 2017 0 repositories listed
• Unsupervised Basis Function Adaptation for Reinforcement Learning
  3 Mar 2017 0 repositories listed
• Learning to Optimize Neural Nets
  1 Mar 2017 0 repositories listed
• Analysing Congestion Problems in Multi-agent Reinforcement Learning
  28 Feb 2017 0 repositories listed
• Analysis of Agent Expertise in Ms. Pac-Man using Value-of-Information-based Policies
  28 Feb 2017 0 repositories listed