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OpenAI Gym

Papers archive 2025-07-28

archive papers tagged: 382 · with a code link: 179 · where Syntology ran a sample: 43 (37 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (43 of 382 tagged: 37 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)

Page 2 of 4: papers 101 to 200 of 382, 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.

• Catastrophic Interference in Reinforcement Learning: A Solution Based on Context Division and Knowledge Distillation
  1 Sep 2021 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Constrained Policy Gradient Method for Safe and Fast Reinforcement Learning: a Neural Tangent Kernel Based Approach
  19 Jul 2021 1 repository listed
• Multi-Goal Reinforcement Learning environments for simulated Franka Emika Panda robot
  25 Jun 2021 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Brax -- A Differentiable Physics Engine for Large Scale Rigid Body Simulation
  24 Jun 2021 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Solving Continuous Control with Episodic Memory
  16 Jun 2021 1 repository listed
• rSoccer: A Framework for Studying Reinforcement Learning in Small and Very Small Size Robot Soccer
  15 Jun 2021 1 repository listed
• Dynamic Sparse Training for Deep Reinforcement Learning
  8 Jun 2021 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 1 pointer-only (licence)
• A Reinforcement Learning Environment for Multi-Service UAV-enabled Wireless Systems
  11 May 2021 1 repository listed
• Towards Real-World Deployment of Reinforcement Learning for Traffic Signal Control
  30 Mar 2021 1 repository listed
• Policy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement Learning
  23 Mar 2021 1 repository listed
• The AI Arena: A Framework for Distributed Multi-Agent Reinforcement Learning
  9 Mar 2021 1 repository listed
• Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction
  3 Mar 2021 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Modular Deep Reinforcement Learning for Continuous Motion Planning with Temporal Logic
  24 Feb 2021 1 repository listed
• MobILE: Model-Based Imitation Learning From Observation Alone
  22 Feb 2021 1 repository listed
• Deluca -- A Differentiable Control Library: Environments, Methods, and Benchmarking
  19 Feb 2021 1 repository listed
• Sim-Env: Decoupling OpenAI Gym Environments from Simulation Models
  19 Feb 2021 1 repository listed
• Explainable Reinforcement Learning for Longitudinal Control
  6 Feb 2021 1 repository listed
• LongiControl: A Reinforcement Learning Environment for Longitudinal Vehicle Control
  6 Feb 2021 1 repository listed
• BF++: a language for general-purpose program synthesis
  23 Jan 2021 1 repository listed
• Developing an OpenAI Gym-compatible framework and simulation environment for testing Deep Reinforcement Learning agents solving the Ambulance Location Problem
  12 Jan 2021 1 repository listed
• Faults in Deep Reinforcement Learning Programs: A Taxonomy and A Detection Approach
  1 Jan 2021 1 repository listed
• CityLearn: Standardizing Research in Multi-Agent Reinforcement Learning for Demand Response and Urban Energy Management
  18 Dec 2020 1 repository listed
• Evolutionary learning of interpretable decision trees
  14 Dec 2020 1 repository listed
• NavRep: Unsupervised Representations for Reinforcement Learning of Robot Navigation in Dynamic Human Environments
  8 Dec 2020 1 repository listed
• Resolving Implicit Coordination in Multi-Agent Deep Reinforcement Learning with Deep Q-Networks & Game Theory
  8 Dec 2020 1 repository listed
• ACN-Sim: An Open-Source Simulator for Data-Driven Electric Vehicle Charging Research
  4 Dec 2020 1 repository listed
• Revisiting Maximum Entropy Inverse Reinforcement Learning: New Perspectives and Algorithms
  1 Dec 2020 1 repository listed
• NLPGym -- A toolkit for evaluating RL agents on Natural Language Processing Tasks
  16 Nov 2020 1 repository listed
• Tonic: A Deep Reinforcement Learning Library for Fast Prototyping and Benchmarking
  15 Nov 2020 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• Amortized Variational Deep Q Network
  3 Nov 2020 1 repository listed
• Control with adaptive Q-learning
  3 Nov 2020 1 repository listed
• Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control
  19 Oct 2020 1 repository listed Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 3 pointer-only (licence)
• What About Inputing Policy in Value Function: Policy Representation and Policy-extended Value Function Approximator
  19 Oct 2020 1 repository listed
• GRAC: Self-Guided and Self-Regularized Actor-Critic
  18 Sep 2020 1 repository listed
• VacSIM: Learning Effective Strategies for COVID-19 Vaccine Distribution using Reinforcement Learning
  14 Sep 2020 1 repository listed
• Optimality-based Analysis of XCSF Compaction in Discrete Reinforcement Learning
  3 Sep 2020 1 repository listed
• On the model-based stochastic value gradient for continuous reinforcement learning
  28 Aug 2020 1 repository listed
• Integrating Deep Reinforcement Learning Networks with Health System Simulations
  21 Jul 2020 1 repository listed
• OtoWorld: Towards Learning to Separate by Learning to Move
  12 Jul 2020 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Experience Replay with Likelihood-free Importance Weights
  23 Jun 2020 1 repository listed Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Analyzing Reinforcement Learning Benchmarks with Random Weight Guessing
  16 Apr 2020 1 repository listed
• Neural Game Engine: Accurate learning of generalizable forward models from pixels
  23 Mar 2020 1 repository listed
• State-only Imitation with Transition Dynamics Mismatch
  27 Feb 2020 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Discrete Action On-Policy Learning with Action-Value Critic
  10 Feb 2020 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Continuous-action Reinforcement Learning for Playing Racing Games: Comparing SPG to PPO
  15 Jan 2020 1 repository listed
• Blue River Controls: A toolkit for Reinforcement Learning Control Systems on Hardware
  7 Jan 2020 1 repository listed
• SLM Lab: A Comprehensive Benchmark and Modular Software Framework for Reproducible Deep Reinforcement Learning
  28 Dec 2019 1 repository listed Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples)
• The PlayStation Reinforcement Learning Environment (PSXLE)
  12 Dec 2019 1 repository listed
• Playing Games in the Dark: An approach for cross-modality transfer in reinforcement learning
  28 Nov 2019 1 repository listed Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 3 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Gym-Ignition: Reproducible Robotic Simulations for Reinforcement Learning
  5 Nov 2019 1 repository listed
• MVFST-RL: An Asynchronous RL Framework for Congestion Control with Delayed Actions
  9 Oct 2019 1 repository listed
• V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control
  26 Sep 2019 1 repository listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Self-Supervised State-Control through Intrinsic Mutual Information Rewards
  25 Sep 2019 1 repository listed
• Active inference: demystified and compared
  24 Sep 2019 1 repository listed
• Invariant Transform Experience Replay: Data Augmentation for Deep Reinforcement Learning
  24 Sep 2019 1 repository listed
• MDP Playground: An Analysis and Debug Testbed for Reinforcement Learning
  17 Sep 2019 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Proximal Distilled Evolutionary Reinforcement Learning
  24 Jun 2019 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
• Provably Efficient Imitation Learning from Observation Alone
  27 May 2019 1 repository listed
• Deep Ordinal Reinforcement Learning
  6 May 2019 1 repository listed
• gym-gazebo2, a toolkit for reinforcement learning using ROS 2 and Gazebo
  14 Mar 2019 1 repository listed
• Deep Active Localization
  5 Mar 2019 1 repository listed
• Flappy Hummingbird: An Open Source Dynamic Simulation of Flapping Wing Robots and Animals
  25 Feb 2019 1 repository listed
• Neural-encoding Human Experts' Domain Knowledge to Warm Start Reinforcement Learning
  15 Feb 2019 1 repository listed
• Deconfounding Reinforcement Learning in Observational Settings
  26 Dec 2018 1 repository listed
• Iroko: A Framework to Prototype Reinforcement Learning for Data Center Traffic Control
  24 Dec 2018 1 repository listed
• Relative Entropy Regularized Policy Iteration
  5 Dec 2018 1 repository listed
• Reinforcement Learning for Improving Agent Design
  9 Oct 2018 1 repository listed
• Visual Transfer between Atari Games using Competitive Reinforcement Learning
  2 Sep 2018 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples)
• BindsNET: A machine learning-oriented spiking neural networks library in Python
  4 Jun 2018 1 repository listed
• Intelligent Trainer for Model-Based Reinforcement Learning
  24 May 2018 1 repository listed
• Advances in Experience Replay
  15 May 2018 1 repository listed
• GAN Q-learning
  13 May 2018 1 repository listed
• A novel DDPG method with prioritized experience replay
  1 Oct 2017 1 repository listed
• MDP environments for the OpenAI Gym
  26 Sep 2017 1 repository listed
• Benchmark Environments for Multitask Learning in Continuous Domains
  14 Aug 2017 1 repository listed
• AIXIjs: A Software Demo for General Reinforcement Learning
  22 May 2017 1 repository listed
• Beating Atari with Natural Language Guided Reinforcement Learning
  18 Apr 2017 1 repository listed
• Towards Generalization and Simplicity in Continuous Control
  8 Mar 2017 1 repository listed
• Collaborative Deep Reinforcement Learning
  19 Feb 2017 1 repository listed
• Mitigating Plasticity Loss in Continual Reinforcement Learning by Reducing Churn
  31 May 2025 0 repositories listed Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• STITCH-OPE: Trajectory Stitching with Guided Diffusion for Off-Policy Evaluation
  27 May 2025 0 repositories listed
• ReaCritic: Large Reasoning Transformer-based DRL Critic-model Scaling For Heterogeneous Networks
  16 May 2025 0 repositories listed
• IN-RIL: Interleaved Reinforcement and Imitation Learning for Policy Fine-Tuning
  15 May 2025 0 repositories listed
• Optimizing 2D+1 Packing in Constrained Environments Using Deep Reinforcement Learning
  21 Mar 2025 0 repositories listed
• Low-cost Real-world Implementation of the Swing-up Pendulum for Deep Reinforcement Learning Experiments
  14 Mar 2025 0 repositories listed
• Illuminating Spaces: Deep Reinforcement Learning and Laser-Wall Partitioning for Architectural Layout Generation
  6 Feb 2025 0 repositories listed
• Value-Based Deep RL Scales Predictably
  6 Feb 2025 0 repositories listed
• Session-Level Dynamic Ad Load Optimization using Offline Robust Reinforcement Learning
  9 Jan 2025 0 repositories listed
• Robustness Evaluation of Offline Reinforcement Learning for Robot Control Against Action Perturbations
  25 Dec 2024 0 repositories listed
• Stealing That Free Lunch: Exposing the Limits of Dyna-Style Reinforcement Learning
  18 Dec 2024 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
• Optimizing Sensor Redundancy in Sequential Decision-Making Problems
  10 Dec 2024 0 repositories listed
• A Multi-Agent Reinforcement Learning Testbed for Cognitive Radio Applications
  28 Oct 2024 0 repositories listed
• Asymptotic Analysis of Sample-averaged Q-learning
  14 Oct 2024 0 repositories listed
• The Smart Buildings Control Suite: A Diverse Open Source Benchmark to Evaluate and Scale HVAC Control Policies for Sustainability
  2 Oct 2024 0 repositories listed
• MAGICS: Adversarial RL with Minimax Actors Guided by Implicit Critic Stackelberg for Convergent Neural Synthesis of Robot Safety
  20 Sep 2024 0 repositories listed
• Adaptive Planning with Generative Models under Uncertainty
  2 Aug 2024 0 repositories listed
• Enhancing Hardware Fault Tolerance in Machines with Reinforcement Learning Policy Gradient Algorithms
  21 Jul 2024 0 repositories listed
• A Comprehensive Guide to Combining R and Python code for Data Science, Machine Learning and Reinforcement Learning
  19 Jul 2024 0 repositories listed
• Traffic control using intelligent timing of traffic lights with reinforcement learning technique and real-time processing of surveillance camera images
  22 May 2024 0 repositories listed
• Off-OAB: Off-Policy Policy Gradient Method with Optimal Action-Dependent Baseline
  4 May 2024 0 repositories listed

Syntology lines on 19 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.