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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 119 of 132: papers 11,801 to 11,900 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.

• Using Reinforcement Learning with Partial Vehicle Detection for Intelligent Traffic Signal Control
  4 Jul 2018 0 repositories listed
• Region Growing Curriculum Generation for Reinforcement Learning
  4 Jul 2018 0 repositories listed
• Supervised Reinforcement Learning with Recurrent Neural Network for Dynamic Treatment Recommendation
  4 Jul 2018 0 repositories listed
• Transfer with Model Features in Reinforcement Learning
  4 Jul 2018 0 repositories listed
• Human-level performance in first-person multiplayer games with population-based deep reinforcement learning
  3 Jul 2018 0 repositories listed
• Speeding up the Metabolism in E-commerce by Reinforcement Mechanism Design
  2 Jul 2018 0 repositories listed
• A Language Model based Evaluator for Sentence Compression
  1 Jul 2018 0 repositories listed
• A Reinforcement Learning Neural Network for Robotic Manipulator Control
  1 Jul 2018 0 repositories listed
• Beyond the One-Step Greedy Approach in Reinforcement Learning
  1 Jul 2018 0 repositories listed
• Beyond Winning and Losing: Modeling Human Motivations and Behaviors Using Inverse Reinforcement Learning
  1 Jul 2018 0 repositories listed
• Decoupling Gradient-Like Learning Rules from Representations
  1 Jul 2018 0 repositories listed
• Deep Reinforcement Learning for NLP
  1 Jul 2018 0 repositories listed
• Feudal Dialogue Management with Jointly Learned Feature Extractors
  1 Jul 2018 0 repositories listed
• Improved Regret Bounds for Thompson Sampling in Linear Quadratic Control Problems
  1 Jul 2018 0 repositories listed
• Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences
  1 Jul 2018 0 repositories listed
• Learning to Act in Decentralized Partially Observable MDPs
  1 Jul 2018 0 repositories listed
• Learning to Coordinate with Coordination Graphs in Repeated Single-Stage Multi-Agent Decision Problems
  1 Jul 2018 0 repositories listed
• Learning to Explore via Meta-Policy Gradient
  1 Jul 2018 0 repositories listed
• Mix & Match - Agent Curricula for Reinforcement Learning
  1 Jul 2018 0 repositories listed
• Neural User Simulation for Corpus-based Policy Optimisation of Spoken Dialogue Systems
  1 Jul 2018 0 repositories listed
• Policy and Value Transfer in Lifelong Reinforcement Learning
  1 Jul 2018 0 repositories listed
• Policy Optimization with Demonstrations
  1 Jul 2018 0 repositories listed
• Scalable Bilinear Pi Learning Using State and Action Features
  1 Jul 2018 0 repositories listed
• Spotlight: Optimizing Device Placement for Training Deep Neural Networks
  1 Jul 2018 0 repositories listed
• State Abstractions for Lifelong Reinforcement Learning
  1 Jul 2018 0 repositories listed
• The Importance of Recommender and Feedback Features in a Pronunciation Learning Aid
  1 Jul 2018 0 repositories listed
• Towards Mixed Optimization for Reinforcement Learning with Program Synthesis
  1 Jul 2018 0 repositories listed
• Understanding and Simplifying One-Shot Architecture Search
  1 Jul 2018 0 repositories listed
• Hierarchical Reinforcement Learning with Abductive Planning
  28 Jun 2018 0 repositories listed
• MONAS: Multi-Objective Neural Architecture Search using Reinforcement Learning
  27 Jun 2018 0 repositories listed
• Adversarial Active Exploration for Inverse Dynamics Model Learning
  26 Jun 2018 0 repositories listed
• Deep Generative Models with Learnable Knowledge Constraints
  26 Jun 2018 0 repositories listed
• Learning Existing Social Conventions via Observationally Augmented Self-Play
  26 Jun 2018 0 repositories listed
• Multi-agent Inverse Reinforcement Learning for Certain General-sum Stochastic Games
  26 Jun 2018 0 repositories listed
• Deep Reinforcement Learning: An Overview
  23 Jun 2018 0 repositories listed
• Human-Interactive Subgoal Supervision for Efficient Inverse Reinforcement Learning
  22 Jun 2018 0 repositories listed
• Learning-to-Ask: Knowledge Acquisition via 20 Questions
  22 Jun 2018 0 repositories listed
• Many-Goals Reinforcement Learning
  22 Jun 2018 0 repositories listed
• A New Approach for Resource Scheduling with Deep Reinforcement Learning
  21 Jun 2018 0 repositories listed
• Expanding the Active Inference Landscape: More Intrinsic Motivations in the Perception-Action Loop
  21 Jun 2018 0 repositories listed
• A Dissection of Overfitting and Generalization in Continuous Reinforcement Learning
  20 Jun 2018 0 repositories listed
• Learning Neural Parsers with Deterministic Differentiable Imitation Learning
  20 Jun 2018 0 repositories listed
• Reinforcement Learning using Augmented Neural Networks
  20 Jun 2018 0 repositories listed
• Skilled Experience Catalogue: A Skill-Balancing Mechanism for Non-Player Characters using Reinforcement Learning
  20 Jun 2018 0 repositories listed
• A Survey of Inverse Reinforcement Learning: Challenges, Methods and Progress
  18 Jun 2018 0 repositories listed
• A unified strategy for implementing curiosity and empowerment driven reinforcement learning
  18 Jun 2018 0 repositories listed
• Learning from Outside the Viability Kernel: Why we Should Build Robots that can Fall with Grace
  18 Jun 2018 0 repositories listed
• Learning Policy Representations in Multiagent Systems
  17 Jun 2018 0 repositories listed
• Handling Cold-Start Collaborative Filtering with Reinforcement Learning
  16 Jun 2018 0 repositories listed
• An Online Prediction Algorithm for Reinforcement Learning with Linear Function Approximation using Cross Entropy Method
  15 Jun 2018 0 repositories listed
• Improving width-based planning with compact policies
  15 Jun 2018 0 repositories listed
• Multi-Level Policy and Reward Reinforcement Learning for Image Captioning
  15 Jun 2018 0 repositories listed
• Adaptive Shooting for Bots in First Person Shooter Games Using Reinforcement Learning
  14 Jun 2018 0 repositories listed
• Deep Reinforcement Learning for Dynamic Urban Transportation Problems
  14 Jun 2018 0 repositories listed
• Qualitative Measurements of Policy Discrepancy for Return-Based Deep Q-Network
  14 Jun 2018 0 repositories listed
• Automatic formation of the structure of abstract machines in hierarchical reinforcement learning with state clustering
  13 Jun 2018 0 repositories listed
• Learning to Shoot in First Person Shooter Games by Stabilizing Actions and Clustering Rewards for Reinforcement Learning
  13 Jun 2018 0 repositories listed
• Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control
  13 Jun 2018 0 repositories listed
• Accelerating Imitation Learning with Predictive Models
  12 Jun 2018 0 repositories listed
• Improving Regression Performance with Distributional Losses
  12 Jun 2018 0 repositories listed
• Meta-Learning Transferable Active Learning Policies by Deep Reinforcement Learning
  12 Jun 2018 0 repositories listed
• Multi-Agent Deep Reinforcement Learning with Human Strategies
  12 Jun 2018 0 repositories listed
• Unsupervised Meta-Learning for Reinforcement Learning
  12 Jun 2018 0 repositories listed
• An Efficient, Generalized Bellman Update For Cooperative Inverse Reinforcement Learning
  11 Jun 2018 0 repositories listed
• Context-Aware Policy Reuse
  11 Jun 2018 0 repositories listed
• Deep Curiosity Loops in Social Environments
  10 Jun 2018 0 repositories listed
• Implicit Policy for Reinforcement Learning
  10 Jun 2018 0 repositories listed
• Automatic View Planning with Multi-scale Deep Reinforcement Learning Agents
  8 Jun 2018 0 repositories listed
• Continuous-time Value Function Approximation in Reproducing Kernel Hilbert Spaces
  8 Jun 2018 0 repositories listed
• Fidelity-based Probabilistic Q-learning for Control of Quantum Systems
  8 Jun 2018 0 repositories listed
• Program Synthesis Through Reinforcement Learning Guided Tree Search
  8 Jun 2018 0 repositories listed
• Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings
  7 Jun 2018 0 repositories listed
• Simplifying Reward Design through Divide-and-Conquer
  7 Jun 2018 0 repositories listed
• A Finite Time Analysis of Temporal Difference Learning With Linear Function Approximation
  6 Jun 2018 0 repositories listed
• Meta-Learning by the Baldwin Effect
  6 Jun 2018 0 repositories listed
• Discovering and Removing Exogenous State Variables and Rewards for Reinforcement Learning
  5 Jun 2018 0 repositories listed
• Mix&Match - Agent Curricula for Reinforcement Learning
  5 Jun 2018 0 repositories listed
• The Effect of Planning Shape on Dyna-style Planning in High-dimensional State Spaces
  5 Jun 2018 0 repositories listed
• Adversarial Reinforcement Learning Framework for Benchmarking Collision Avoidance Mechanisms in Autonomous Vehicles
  4 Jun 2018 0 repositories listed
• Penalizing side effects using stepwise relative reachability
  4 Jun 2018 0 repositories listed
• Mitigation of Policy Manipulation Attacks on Deep Q-Networks with Parameter-Space Noise
  4 Jun 2018 0 repositories listed
• Relational inductive bias for physical construction in humans and machines
  4 Jun 2018 0 repositories listed
• Sequential Test for the Lowest Mean: From Thompson to Murphy Sampling
  4 Jun 2018 0 repositories listed
• Building Advanced Dialogue Managers for Goal-Oriented Dialogue Systems
  3 Jun 2018 0 repositories listed
• Exploration in Structured Reinforcement Learning
  3 Jun 2018 0 repositories listed
• Multi-Agent Reinforcement Learning via Double Averaging Primal-Dual Optimization
  3 Jun 2018 0 repositories listed
• DAQN: Deep Auto-encoder and Q-Network
  2 Jun 2018 0 repositories listed
• Deep Pepper: Expert Iteration based Chess agent in the Reinforcement Learning Setting
  2 Jun 2018 0 repositories listed
• Efficient Entropy for Policy Gradient with Multidimensional Action Space
  2 Jun 2018 0 repositories listed
• Internal Model from Observations for Reward Shaping
  2 Jun 2018 0 repositories listed
• A Reinforcement Learning Approach to Age of Information in Multi-User Networks
  1 Jun 2018 0 repositories listed
• Bootstrapping a Neural Conversational Agent with Dialogue Self-Play, Crowdsourcing and On-Line Reinforcement Learning
  1 Jun 2018 0 repositories listed
• Deep Curiosity Search: Intra-Life Exploration Can Improve Performance on Challenging Deep Reinforcement Learning Problems
  1 Jun 2018 0 repositories listed
• Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition
  1 Jun 2018 0 repositories listed
• Egocentric Activity Recognition on a Budget
  1 Jun 2018 0 repositories listed
• End-to-End Learning of Task-Oriented Dialogs
  1 Jun 2018 0 repositories listed
• Environment Upgrade Reinforcement Learning for Non-Differentiable Multi-Stage Pipelines
  1 Jun 2018 0 repositories listed
• Equivalence Between Wasserstein and Value-Aware Loss for Model-based Reinforcement Learning
  1 Jun 2018 0 repositories listed
• Fast Exploration with Simplified Models and Approximately Optimistic Planning in Model Based Reinforcement Learning
  1 Jun 2018 0 repositories listed
• GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning
  1 Jun 2018 0 repositories listed