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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 123 of 132: papers 12,201 to 12,300 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.

• Alpha-divergence bridges maximum likelihood and reinforcement learning in neural sequence generation
  1 Jan 2018 0 repositories listed
• AUTOMATA GUIDED HIERARCHICAL REINFORCEMENT LEARNING FOR ZERO-SHOT SKILL COMPOSITION
  1 Jan 2018 0 repositories listed
• Autonomous Vehicle Fleet Coordination With Deep Reinforcement Learning
  1 Jan 2018 0 repositories listed
• Avoiding Catastrophic States with Intrinsic Fear
  1 Jan 2018 0 repositories listed
• Code Synthesis with Priority Queue Training
  1 Jan 2018 0 repositories listed
• Combination of Supervised and Reinforcement Learning For Vision-Based Autonomous Control
  1 Jan 2018 0 repositories listed
• Combining Model-based and Model-free RL via Multi-step Control Variates
  1 Jan 2018 0 repositories listed
• Discovery of Predictive Representations With a Network of General Value Functions
  1 Jan 2018 0 repositories listed
• Do Deep Reinforcement Learning Algorithms really Learn to Navigate?
  1 Jan 2018 0 repositories listed
• Domain Adaptation for Deep Reinforcement Learning in Visually Distinct Games
  1 Jan 2018 0 repositories listed
• Exploring Deep Recurrent Models with Reinforcement Learning for Molecule Design
  1 Jan 2018 0 repositories listed
• Faster Reinforcement Learning with Expert State Sequences
  1 Jan 2018 0 repositories listed
• Gating out sensory noise in a spike-based Long Short-Term Memory network
  1 Jan 2018 0 repositories listed
• Global Convergence of Policy Gradient Methods for Linearized Control Problems
  1 Jan 2018 0 repositories listed
• Latent forward model for Real-time Strategy game planning with incomplete information
  1 Jan 2018 0 repositories listed
• LatentPoison -- Adversarial Attacks On The Latent Space
  1 Jan 2018 0 repositories listed
• Learning an Embedding Space for Transferable Robot Skills
  1 Jan 2018 0 repositories listed
• Learning Dynamic State Abstractions for Model-Based Reinforcement Learning
  1 Jan 2018 0 repositories listed
• Learning Gaussian Policies from Smoothed Action Value Functions
  1 Jan 2018 0 repositories listed
• Learning objects from pixels
  1 Jan 2018 0 repositories listed
• Learning Robust Rewards with Adverserial Inverse Reinforcement Learning
  1 Jan 2018 0 repositories listed
• Learning to Treat Sepsis with Multi-Output Gaussian Process Deep Recurrent Q-Networks
  1 Jan 2018 0 repositories listed
• Long Term Memory Network for Combinatorial Optimization Problems
  1 Jan 2018 0 repositories listed
• LSD-Net: Look, Step and Detect for Joint Navigation and Multi-View Recognition with Deep Reinforcement Learning
  1 Jan 2018 0 repositories listed
• Model-based imitation learning from state trajectories
  1 Jan 2018 0 repositories listed
• Neural Task Graph Execution
  1 Jan 2018 0 repositories listed
• Neuron as an Agent
  1 Jan 2018 0 repositories listed
• Now I Remember! Episodic Memory For Reinforcement Learning
  1 Jan 2018 0 repositories listed
• Pointing Out SQL Queries From Text
  1 Jan 2018 0 repositories listed
• Policy Gradient For Multidimensional Action Spaces: Action Sampling and Entropy Bonus
  1 Jan 2018 0 repositories listed
• Predicting Multiple Actions for Stochastic Continuous Control
  1 Jan 2018 0 repositories listed
• Reinforcement Learning via Replica Stacking of Quantum Measurements for the Training of Quantum Boltzmann Machines
  1 Jan 2018 0 repositories listed
• Representing Entropy : A short proof of the equivalence between soft Q-learning and policy gradients
  1 Jan 2018 0 repositories listed
• Reward Estimation via State Prediction
  1 Jan 2018 0 repositories listed
• Structured Exploration via Hierarchical Variational Policy Networks
  1 Jan 2018 0 repositories listed
• Toward learning better metrics for sequence generation training with policy gradient
  1 Jan 2018 0 repositories listed
• TRL: Discriminative Hints for Scalable Reverse Curriculum Learning
  1 Jan 2018 0 repositories listed
• Universal Agent for Disentangling Environments and Tasks
  1 Jan 2018 0 repositories listed
• Using Deep Reinforcement Learning to Generate Rationales for Molecules
  1 Jan 2018 0 repositories listed
• SBEED: Convergent Reinforcement Learning with Nonlinear Function Approximation
  29 Dec 2017 0 repositories listed
• Reinforcement Learning with Analogical Similarity to Guide Schema Induction and Attention
  28 Dec 2017 0 repositories listed
• What do we need to build explainable AI systems for the medical domain?
  28 Dec 2017 0 repositories listed
• Consensus-based Sequence Training for Video Captioning
  27 Dec 2017 0 repositories listed
• A short variational proof of equivalence between policy gradients and soft Q learning
  22 Dec 2017 0 repositories listed
• Least-Squares Temporal Difference Learning for the Linear Quadratic Regulator
  22 Dec 2017 0 repositories listed
• A Deep Policy Inference Q-Network for Multi-Agent Systems
  21 Dec 2017 0 repositories listed
• Multiagent-based Participatory Urban Simulation through Inverse Reinforcement Learning
  21 Dec 2017 0 repositories listed
• A Flexible Approach to Automated RNN Architecture Generation
  20 Dec 2017 0 repositories listed
• Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning
  20 Dec 2017 0 repositories listed
• Pseudorehearsal in actor-critic agents with neural network function approximation
  20 Dec 2017 0 repositories listed
• Recurrent Attentional Reinforcement Learning for Multi-label Image Recognition
  20 Dec 2017 0 repositories listed
• Revisiting the Master-Slave Architecture in Multi-Agent Deep Reinforcement Learning
  20 Dec 2017 0 repositories listed
• Sim2Real View Invariant Visual Servoing by Recurrent Control
  20 Dec 2017 0 repositories listed
• Multi-shot Pedestrian Re-identification via Sequential Decision Making
  19 Dec 2017 0 repositories listed
• On Wasserstein Reinforcement Learning and the Fokker-Planck equation
  19 Dec 2017 0 repositories listed
• Scale-invariant temporal history (SITH): optimal slicing of the past in an uncertain world
  19 Dec 2017 0 repositories listed
• Two-dimensional Anti-jamming Mobile Communication Based on Reinforcement Learning
  19 Dec 2017 0 repositories listed
• ES Is More Than Just a Traditional Finite-Difference Approximator
  18 Dec 2017 0 repositories listed
• On the Relationship Between the OpenAI Evolution Strategy and Stochastic Gradient Descent
  18 Dec 2017 0 repositories listed
• Integral Equations and Machine Learning
  17 Dec 2017 0 repositories listed
• Towards a Deep Reinforcement Learning Approach for Tower Line Wars
  17 Dec 2017 0 repositories listed
• Inverse Reinforce Learning with Nonparametric Behavior Clustering
  15 Dec 2017 0 repositories listed
• Occam's razor is insufficient to infer the preferences of irrational agents
  15 Dec 2017 0 repositories listed
• Learning to Navigate by Growing Deep Networks
  14 Dec 2017 0 repositories listed
• Inverse Reinforcement Learning for Marketing
  13 Dec 2017 0 repositories listed
• Multi-focus Attention Network for Efficient Deep Reinforcement Learning
  13 Dec 2017 0 repositories listed
• Deep Reinforcement Learning Boosted by External Knowledge
  12 Dec 2017 0 repositories listed
• Interpretable Policies for Reinforcement Learning by Genetic Programming
  12 Dec 2017 0 repositories listed
• Simulated Autonomous Driving on Realistic Road Networks using Deep Reinforcement Learning
  12 Dec 2017 0 repositories listed
• Learning Robust Dialog Policies in Noisy Environments
  11 Dec 2017 0 repositories listed
• Robust Deep Reinforcement Learning with Adversarial Attacks
  11 Dec 2017 0 repositories listed
• The Eigenoption-Critic Framework
  11 Dec 2017 0 repositories listed
• Reinforced dynamics for enhanced sampling in large atomic and molecular systems
  10 Dec 2017 0 repositories listed
• Deep Primal-Dual Reinforcement Learning: Accelerating Actor-Critic using Bellman Duality
  7 Dec 2017 0 repositories listed
• End-to-End Offline Goal-Oriented Dialog Policy Learning via Policy Gradient
  7 Dec 2017 0 repositories listed
• A Novel Model for Arbitration between Planning and Habitual Control Systems
  6 Dec 2017 0 repositories listed
• Inferring agent objectives at different scales of a complex adaptive system
  4 Dec 2017 0 repositories listed
• Learning to detect chest radiographs containing lung nodules using visual attention networks
  4 Dec 2017 0 repositories listed
• Interactive Reinforcement Learning for Object Grounding via Self-Talking
  2 Dec 2017 0 repositories listed
• Online Reinforcement Learning in Stochastic Games
  2 Dec 2017 0 repositories listed
• PFAx: Predictable Feature Analysis to Perform Control
  2 Dec 2017 0 repositories listed
• Representation and Reinforcement Learning for Personalized Glycemic Control in Septic Patients
  2 Dec 2017 0 repositories listed
• A double competitive strategy based learning automata algorithm
  1 Dec 2017 0 repositories listed
• Adaptive Batch Size for Safe Policy Gradients
  1 Dec 2017 0 repositories listed
• Compatible Reward Inverse Reinforcement Learning
  1 Dec 2017 0 repositories listed
• Data-Efficient Reinforcement Learning in Continuous State-Action Gaussian-POMDPs
  1 Dec 2017 0 repositories listed
• Decoding with Value Networks for Neural Machine Translation
  1 Dec 2017 0 repositories listed
• Dynamic-Depth Context Tree Weighting
  1 Dec 2017 0 repositories listed
• Log-normality and Skewness of Estimated State/Action Values in Reinforcement Learning
  1 Dec 2017 0 repositories listed
• Natural Value Approximators: Learning when to Trust Past Estimates
  1 Dec 2017 0 repositories listed
• Optimistic posterior sampling for reinforcement learning: worst-case regret bounds
  1 Dec 2017 0 repositories listed
• Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes
  1 Dec 2017 0 repositories listed
• Regret Minimization in MDPs with Options without Prior Knowledge
  1 Dec 2017 0 repositories listed
• Towards the Use of Deep Reinforcement Learning with Global Policy for Query-based Extractive Summarisation
  1 Dec 2017 0 repositories listed
• Comparing Deep Reinforcement Learning and Evolutionary Methods in Continuous Control
  30 Nov 2017 0 repositories listed
• Improved Learning in Evolution Strategies via Sparser Inter-Agent Network Topologies
  30 Nov 2017 0 repositories listed
• Safe Exploration for Identifying Linear Systems via Robust Optimization
  30 Nov 2017 0 repositories listed
• Transferring Autonomous Driving Knowledge on Simulated and Real Intersections
  30 Nov 2017 0 repositories listed
• Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation
  30 Nov 2017 0 repositories listed
• A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management
  29 Nov 2017 0 repositories listed