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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 146 of 152: papers 14,501 to 14,600 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.

• A Simple Reinforcement Learning Mechanism for Resource Allocation in LTE-A Networks with Markov Decision Process and Q-Learning
  27 Sep 2017 0 repositories listed
• Object-oriented Neural Programming (OONP) for Document Understanding
  26 Sep 2017 0 repositories listed
• Towards continuous control of flippers for a multi-terrain robot using deep reinforcement learning
  25 Sep 2017 0 repositories listed
• An Optimal Online Method of Selecting Source Policies for Reinforcement Learning
  24 Sep 2017 0 repositories listed
• Learning Unmanned Aerial Vehicle Control for Autonomous Target Following
  24 Sep 2017 0 repositories listed
• Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars
  22 Sep 2017 0 repositories listed
• Inverse Reinforcement Learning with Conditional Choice Probabilities
  22 Sep 2017 0 repositories listed
• Multiqubit and multilevel quantum reinforcement learning with quantum technologies
  22 Sep 2017 0 repositories listed
• On overfitting and asymptotic bias in batch reinforcement learning with partial observability
  22 Sep 2017 0 repositories listed
• OptLayer - Practical Constrained Optimization for Deep Reinforcement Learning in the Real World
  22 Sep 2017 0 repositories listed
• Feature Engineering for Predictive Modeling using Reinforcement Learning
  21 Sep 2017 0 repositories listed
• Local Communication Protocols for Learning Complex Swarm Behaviors with Deep Reinforcement Learning
  21 Sep 2017 0 repositories listed
• A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization
  20 Sep 2017 0 repositories listed
• Deep Reinforcement Learning for Dexterous Manipulation with Concept Networks
  20 Sep 2017 0 repositories listed
• Sparse Markov Decision Processes with Causal Sparse Tsallis Entropy Regularization for Reinforcement Learning
  19 Sep 2017 0 repositories listed
• Iterative Policy Learning in End-to-End Trainable Task-Oriented Neural Dialog Models
  18 Sep 2017 0 repositories listed
• N2N Learning: Network to Network Compression via Policy Gradient Reinforcement Learning
  18 Sep 2017 0 repositories listed
• Why Pay More When You Can Pay Less: A Joint Learning Framework for Active Feature Acquisition and Classification
  18 Sep 2017 0 repositories listed
• Closing the loop between neural network simulators and the OpenAI Gym
  17 Sep 2017 0 repositories listed
• Improving Search through A3C Reinforcement Learning based Conversational Agent
  17 Sep 2017 0 repositories listed
• Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning
  15 Sep 2017 0 repositories listed
• Unsupervised state representation learning with robotic priors: a robustness benchmark
  15 Sep 2017 0 repositories listed
• Autonomous Extracting a Hierarchical Structure of Tasks in Reinforcement Learning and Multi-task Reinforcement Learning
  14 Sep 2017 0 repositories listed
• Shared Learning : Enhancing Reinforcement in Q-Ensembles
  14 Sep 2017 0 repositories listed
• Towards personalized human AI interaction - adapting the behavior of AI agents using neural signatures of subjective interest
  14 Sep 2017 0 repositories listed
• A Study of AI Population Dynamics with Million-agent Reinforcement Learning
  13 Sep 2017 0 repositories listed
• Deep Reinforcement Learning with Surrogate Agent-Environment Interface
  12 Sep 2017 0 repositories listed
• Explore, Exploit or Listen: Combining Human Feedback and Policy Model to Speed up Deep Reinforcement Learning in 3D Worlds
  12 Sep 2017 0 repositories listed
• Linear Stochastic Approximation: Constant Step-Size and Iterate Averaging
  12 Sep 2017 0 repositories listed
• Pre-training Neural Networks with Human Demonstrations for Deep Reinforcement Learning
  12 Sep 2017 0 repositories listed
• Autonomous Quadrotor Landing using Deep Reinforcement Learning
  11 Sep 2017 0 repositories listed
• MBMF: Model-Based Priors for Model-Free Reinforcement Learning
  10 Sep 2017 0 repositories listed
• Ultimate Intelligence Part III: Measures of Intelligence, Perception and Intelligent Agents
  8 Sep 2017 0 repositories listed
• A Deep Reinforcement Learning Chatbot
  7 Sep 2017 0 repositories listed
• Approximating meta-heuristics with homotopic recurrent neural networks
  7 Sep 2017 0 repositories listed
• Formulation of Deep Reinforcement Learning Architecture Toward Autonomous Driving for On-Ramp Merge
  7 Sep 2017 0 repositories listed
• Towards Neural Machine Translation with Latent Tree Attention
  6 Sep 2017 0 repositories listed
• BOOK: Storing Algorithm-Invariant Episodes for Deep Reinforcement Learning
  5 Sep 2017 0 repositories listed
• Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning
  1 Sep 2017 0 repositories listed
• BIBI System Description: Building with CNNs and Breaking with Deep Reinforcement Learning
  1 Sep 2017 0 repositories listed
• Learning what to read: Focused machine reading
  1 Sep 2017 0 repositories listed
• Resilient Autonomous Control of Distributed Multi-agent Systems in Contested Environments
  31 Aug 2017 0 repositories listed
• Asymptotic Bias of Stochastic Gradient Search
  30 Aug 2017 0 repositories listed
• Optimal and Learning Control for Autonomous Robots
  30 Aug 2017 0 repositories listed
• Novel Sensor Scheduling Scheme for Intruder Tracking in Energy Efficient Sensor Networks
  27 Aug 2017 0 repositories listed
• A Function Approximation Method for Model-based High-Dimensional Inverse Reinforcement Learning
  23 Aug 2017 0 repositories listed
• Reinforcement Learning in POMDPs with Memoryless Options and Option-Observation Initiation Sets
  22 Aug 2017 0 repositories listed
• Solving a New 3D Bin Packing Problem with Deep Reinforcement Learning Method
  20 Aug 2017 0 repositories listed
• A Brief Survey of Deep Reinforcement Learning
  19 Aug 2017 0 repositories listed
• Deep Reinforcement Learning for High Precision Assembly Tasks
  14 Aug 2017 0 repositories listed
• A Machine Learning Approach to Routing
  10 Aug 2017 0 repositories listed
• Attention-Aware Face Hallucination via Deep Reinforcement Learning
  10 Aug 2017 0 repositories listed
• Decoupled Learning of Environment Characteristics for Safe Exploration
  9 Aug 2017 0 repositories listed
• Investigating Reinforcement Learning Agents for Continuous State Space Environments
  8 Aug 2017 0 repositories listed
• Reinforced Video Captioning with Entailment Rewards
  7 Aug 2017 0 repositories listed
• An Information-Theoretic Optimality Principle for Deep Reinforcement Learning
  6 Aug 2017 0 repositories listed
• Effective sketching methods for value function approximation
  3 Aug 2017 0 repositories listed
• Reinforcement learning techniques for Outer Loop Link Adaptation in 4G/5G systems
  3 Aug 2017 0 repositories listed
• The UMD Neural Machine Translation Systems at WMT17 Bandit Learning Task
  3 Aug 2017 0 repositories listed
• Deep Reinforcement Learning for Inquiry Dialog Policies with Logical Formula Embeddings
  2 Aug 2017 0 repositories listed
• Hierarchy Through Composition with Multitask LMDPs
  1 Aug 2017 0 repositories listed
• Neural Optimizer Search using Reinforcement Learning
  1 Aug 2017 0 repositories listed
• Plan, Attend, Generate: Character-Level Neural Machine Translation with Planning
  1 Aug 2017 0 repositories listed
• Using Reinforcement Learning to Model Incrementality in a Fast-Paced Dialogue Game
  1 Aug 2017 0 repositories listed
• World of Bits: An Open-Domain Platform for Web-Based Agents
  1 Aug 2017 0 repositories listed
• Advantages and Limitations of using Successor Features for Transfer in Reinforcement Learning
  31 Jul 2017 0 repositories listed
• Spectrum Access In Cognitive Radio Using A Two Stage Reinforcement Learning Approach
  31 Jul 2017 0 repositories listed
• Inverse Reinforcement Learning in Large State Spaces via Function Approximation
  28 Jul 2017 0 repositories listed
• Learning to Teach Reinforcement Learning Agents
  28 Jul 2017 0 repositories listed
• Guiding Reinforcement Learning Exploration Using Natural Language
  26 Jul 2017 0 repositories listed
• Learning Sparse Representations in Reinforcement Learning with Sparse Coding
  26 Jul 2017 0 repositories listed
• Bellman Gradient Iteration for Inverse Reinforcement Learning
  24 Jul 2017 0 repositories listed
• Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning
  19 Jul 2017 0 repositories listed
• On-line Building Energy Optimization using Deep Reinforcement Learning
  18 Jul 2017 0 repositories listed
• Reverse Curriculum Generation for Reinforcement Learning
  17 Jul 2017 0 repositories listed
• Tracking as Online Decision-Making: Learning a Policy from Streaming Videos with Reinforcement Learning
  17 Jul 2017 0 repositories listed
• Freeway Merging in Congested Traffic based on Multipolicy Decision Making with Passive Actor Critic
  14 Jul 2017 0 repositories listed
• Distral: Robust Multitask Reinforcement Learning
  13 Jul 2017 0 repositories listed
• Autoencoder-augmented Neuroevolution for Visual Doom Playing
  12 Jul 2017 0 repositories listed
• Fastest Convergence for Q-learning
  12 Jul 2017 0 repositories listed
• Deep Q-Learning for Self-Organizing Networks Fault Management and Radio Performance Improvement
  10 Jul 2017 0 repositories listed
• Deep Reinforcement Learning Attention Selection for Person Re-Identification
  10 Jul 2017 0 repositories listed
• Q-Learning Algorithm for VoLTE Closed-Loop Power Control in Indoor Small Cells
  10 Jul 2017 0 repositories listed
• Learning to Design Games: Strategic Environments in Reinforcement Learning
  5 Jul 2017 0 repositories listed
• The Complex Negotiation Dialogue Game
  5 Jul 2017 0 repositories listed
• OPEB: Open Physical Environment Benchmark for Artificial Intelligence
  4 Jul 2017 0 repositories listed
• Hashing over Predicted Future Frames for Informed Exploration of Deep Reinforcement Learning
  3 Jul 2017 0 repositories listed
• Grammatical Error Correction with Neural Reinforcement Learning
  2 Jul 2017 0 repositories listed
• Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management
  1 Jul 2017 0 repositories listed
• Actor-Critic Sequence Training for Image Captioning
  29 Jun 2017 0 repositories listed
• Interpretability via Model Extraction
  29 Jun 2017 0 repositories listed
• Learning to Learn: Meta-Critic Networks for Sample Efficient Learning
  29 Jun 2017 0 repositories listed
• Path Integral Networks: End-to-End Differentiable Optimal Control
  29 Jun 2017 0 repositories listed
• Uncertainty Decomposition in Bayesian Neural Networks with Latent Variables
  26 Jun 2017 0 repositories listed
• Temporal-related Convolutional-Restricted-Boltzmann-Machine capable of learning relational order via reinforcement learning procedure?
  24 Jun 2017 0 repositories listed
• Structure Learning in Motor Control:A Deep Reinforcement Learning Model
  21 Jun 2017 0 repositories listed
• Observational Learning by Reinforcement Learning
  20 Jun 2017 0 repositories listed
• Policy Gradient Methods for Reinforcement Learning with Function Approximation and Action-Dependent Baselines
  20 Jun 2017 0 repositories listed
• Toward Real-Time Decentralized Reinforcement Learning using Finite Support Basis Functions
  20 Jun 2017 0 repositories listed
• Pedestrian Prediction by Planning using Deep Neural Networks
  19 Jun 2017 0 repositories listed