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Hierarchical Reinforcement Learning

Papers archive 2025-07-28

archive papers tagged: 384 · with a code link: 111 · where Syntology ran a sample: 22 (22 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (22 of 384 tagged: 22 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument)

Page 4 of 4: papers 301 to 384 of 384, 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.

• Discovering Motor Programs by Recomposing Demonstrations
  1 Jan 2020 0 repositories listed
• Planning with Abstract Learned Models While Learning Transferable Subtasks
  16 Dec 2019 0 repositories listed
• Efficient Exploration through Intrinsic Motivation Learning for Unsupervised Subgoal Discovery in Model-Free Hierarchical Reinforcement Learning
  18 Nov 2019 0 repositories listed
• Hierarchical Reinforcement Learning Method for Autonomous Vehicle Behavior Planning
  9 Nov 2019 0 repositories listed
• Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning
  21 Oct 2019 0 repositories listed
• Multi-agent Hierarchical Reinforcement Learning with Dynamic Termination
  21 Oct 2019 0 repositories listed
• MGHRL: Meta Goal-generation for Hierarchical Reinforcement Learning
  30 Sep 2019 0 repositories listed
• Playing Atari Ball Games with Hierarchical Reinforcement Learning
  27 Sep 2019 0 repositories listed
• Learning Functionally Decomposed Hierarchies for Continuous Navigation Tasks
  25 Sep 2019 0 repositories listed
• Learning Temporal Abstraction with Information-theoretic Constraints for Hierarchical Reinforcement Learning
  25 Sep 2019 0 repositories listed
• Multi-Agent Hierarchical Reinforcement Learning for Humanoid Navigation
  25 Sep 2019 0 repositories listed
• PROVABLY BENEFITS OF DEEP HIERARCHICAL RL
  25 Sep 2019 0 repositories listed
• Sparse Skill Coding: Learning Behavioral Hierarchies with Sparse Codes
  25 Sep 2019 0 repositories listed
• Why Does Hierarchy (Sometimes) Work So Well in Reinforcement Learning?
  23 Sep 2019 0 repositories listed
• LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games
  4 Sep 2019 0 repositories listed
• Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control
  20 Aug 2019 0 repositories listed
• IR-VIC: Unsupervised Discovery of Sub-goals for Transfer in RL
  24 Jul 2019 0 repositories listed
• Composing Diverse Policies for Temporally Extended Tasks
  18 Jul 2019 0 repositories listed
• Learning High-Level Planning Symbols from Intrinsically Motivated Experience
  18 Jul 2019 0 repositories listed
• Learning World Graphs to Accelerate Hierarchical Reinforcement Learning
  1 Jul 2019 0 repositories listed
• Compositional Transfer in Hierarchical Reinforcement Learning
  26 Jun 2019 0 repositories listed
• Reinforcement Learning with Competitive Ensembles of Information-Constrained Primitives
  25 Jun 2019 0 repositories listed
• Neural networks with motivation
  23 Jun 2019 0 repositories listed
• Disentangled Skill Embeddings for Reinforcement Learning
  21 Jun 2019 0 repositories listed
• Sub-policy Adaptation for Hierarchical Reinforcement Learning
  13 Jun 2019 0 repositories listed
• Hierarchical Reinforcement Learning for Quadruped Locomotion
  22 May 2019 0 repositories listed
• Sub-policy Adaptation for Hierarchical Reinforcement Learning
  16 May 2019 0 repositories listed
• Learning and Exploiting Multiple Subgoals for Fast Exploration in Hierarchical Reinforcement Learning
  13 May 2019 0 repositories listed
• Learning Actionable Representations with Goal Conditioned Policies
  1 May 2019 0 repositories listed
• Learning to Control Visual Abstractions for Structured Exploration in Deep Reinforcement Learning
  1 May 2019 0 repositories listed
• Dot-to-Dot: Explainable Hierarchical Reinforcement Learning for Robotic Manipulation
  14 Apr 2019 0 repositories listed
• Sub-Task Discovery with Limited Supervision: A Constrained Clustering Approach
  24 Mar 2019 0 repositories listed
• Deep Hierarchical Reinforcement Learning Based Recommendations via Multi-goals Abstraction
  22 Mar 2019 0 repositories listed
• RLOC: Neurobiologically Inspired Hierarchical Reinforcement Learning Algorithm for Continuous Control of Nonlinear Dynamical Systems
  7 Mar 2019 0 repositories listed
• Planning in Hierarchical Reinforcement Learning: Guarantees for Using Local Policies
  26 Feb 2019 0 repositories listed
• Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning
  24 Feb 2019 0 repositories listed
• Asynchronous Coagent Networks
  15 Feb 2019 0 repositories listed
• Hierarchical Reinforcement Learning for Multi-agent MOBA Game
  23 Jan 2019 0 repositories listed
• Escape Room: A Configurable Testbed for Hierarchical Reinforcement Learning
  22 Dec 2018 0 repositories listed
• Hyperbolic Embeddings for Learning Options in Hierarchical Reinforcement Learning
  4 Dec 2018 0 repositories listed
• Natural Option Critic
  4 Dec 2018 0 repositories listed
• Relation Mention Extraction from Noisy Data with Hierarchical Reinforcement Learning
  3 Nov 2018 0 repositories listed
• Learning Representations in Model-Free Hierarchical Reinforcement Learning
  23 Oct 2018 0 repositories listed
• Autonomous Sub-domain Modeling for Dialogue Policy with Hierarchical Deep Reinforcement Learning
  1 Oct 2018 0 repositories listed
• Incremental Hierarchical Reinforcement Learning with Multitask LMDPs
  27 Sep 2018 0 repositories listed
• Successor Options : An Option Discovery Algorithm for Reinforcement Learning
  27 Sep 2018 0 repositories listed
• Neural Arithmetic Expression Calculator
  23 Sep 2018 0 repositories listed
• On Reinforcement Learning for Full-length Game of StarCraft
  23 Sep 2018 0 repositories listed
• Learning to Interrupt: A Hierarchical Deep Reinforcement Learning Framework for Efficient Exploration
  30 Jul 2018 0 repositories listed
• Representational efficiency outweighs action efficiency in human program induction
  18 Jul 2018 0 repositories listed
• Deep Reinforcement Learning for NLP
  1 Jul 2018 0 repositories listed
• Hierarchical Reinforcement Learning with Abductive Planning
  28 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
• Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings
  7 Jun 2018 0 repositories listed
• Hierarchical Reinforcement Learning with Hindsight
  21 May 2018 0 repositories listed
• Hierarchical Reinforcement Learning with Deep Nested Agents
  18 May 2018 0 repositories listed
• Deep Hierarchical Reinforcement Learning Algorithm in Partially Observable Markov Decision Processes
  11 May 2018 0 repositories listed
• Multimodal Hierarchical Reinforcement Learning Policy for Task-Oriented Visual Dialog
  8 May 2018 0 repositories listed
• PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making
  20 Apr 2018 0 repositories listed
• Subgoal Discovery for Hierarchical Dialogue Policy Learning
  20 Apr 2018 0 repositories listed
• Latent Space Policies for Hierarchical Reinforcement Learning
  9 Apr 2018 0 repositories listed
• Hierarchical Reinforcement Learning: Approximating Optimal Discounted TSP Using Local Policies
  13 Mar 2018 0 repositories listed
• AUTOMATA GUIDED HIERARCHICAL REINFORCEMENT LEARNING FOR ZERO-SHOT SKILL COMPOSITION
  1 Jan 2018 0 repositories listed
• Universal Agent for Disentangling Environments and Tasks
  1 Jan 2018 0 repositories listed
• The Eigenoption-Critic Framework
  11 Dec 2017 0 repositories listed
• Video Captioning via Hierarchical Reinforcement Learning
  29 Nov 2017 0 repositories listed
• Automata-Guided Hierarchical Reinforcement Learning for Skill Composition
  31 Oct 2017 0 repositories listed
• Hierarchical Subtask Discovery With Non-Negative Matrix Factorization
  1 Aug 2017 0 repositories listed
• Plan, Attend, Generate: Character-Level Neural Machine Translation with Planning
  1 Aug 2017 0 repositories listed
• Sub-domain Modelling for Dialogue Management with Hierarchical Reinforcement Learning
  19 Jun 2017 0 repositories listed
• Situational Awareness by Risk-Conscious Skills
  10 Oct 2016 0 repositories listed
• Multi-Stage Temporal Difference Learning for 2048-like Games
  23 Jun 2016 0 repositories listed
• A Hierarchical Reinforcement Learning Method for Persistent Time-Sensitive Tasks
  20 Jun 2016 0 repositories listed
• Option Discovery in Hierarchical Reinforcement Learning using Spatio-Temporal Clustering
  17 May 2016 0 repositories listed
• Classifying Options for Deep Reinforcement Learning
  27 Apr 2016 0 repositories listed
• Algorithms for Batch Hierarchical Reinforcement Learning
  29 Mar 2016 0 repositories listed
• Hierarchical Linearly-Solvable Markov Decision Problems
  10 Mar 2016 0 repositories listed
• A Framework for Constrained and Adaptive Behavior-Based Agents
  7 Jun 2015 0 repositories listed
• Grounding Hierarchical Reinforcement Learning Models for Knowledge Transfer
  19 Dec 2014 0 repositories listed
• Design Principles of the Hippocampal Cognitive Map
  1 Dec 2014 0 repositories listed
• Bayesian Hierarchical Reinforcement Learning
  1 Dec 2012 0 repositories listed
• Hierarchical Dialogue Policy Learning using Flexible State Transitions and Linear Function Approximation
  1 Dec 2012 0 repositories listed
• Optimising Incremental Dialogue Decisions Using Information Density for Interactive Systems
  1 Jul 2012 0 repositories listed
• Comparing HMMs and Bayesian Networks for Surface Realisation
  1 Jun 2012 0 repositories listed