SOTAVerified

Hierarchical Reinforcement Learning

Papers

Showing 251–300 of 384 papers

TitleStatusHype
Hierarchical Universal Value Function Approximators—0
HiLight: A Hierarchical Reinforcement Learning Framework with Global Adversarial Guidance for Large-Scale Traffic Signal Control—0
Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning—0
Hyperbolic Embeddings for Learning Options in Hierarchical Reinforcement Learning—0
Imagination-Augmented Hierarchical Reinforcement Learning for Safe and Interactive Autonomous Driving in Urban Environments—0
Incremental Hierarchical Reinforcement Learning with Multitask LMDPs—0
Intelligent problem-solving as integrated hierarchical reinforcement learning—0
Interpretable Model-based Hierarchical Reinforcement Learning using Inductive Logic Programming—0
Interpretable Reinforcement Learning With Neural Symbolic Logic—0
Int-HRL: Towards Intention-based Hierarchical Reinforcement Learning—0
Joint Band Assignment and Beam Management using Hierarchical Reinforcement Learning for Multi-Band Communication—0
Joint Optimization on Uplink OFDMA and MU-MIMO for IEEE 802.11ax: Deep Hierarchical Reinforcement Learning Approach—0
JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning—0
Landmark Guided Active Exploration with State-specific Balance Coefficient—0
Latent Space Policies for Hierarchical Reinforcement Learning—0
Learning Actionable Representations with Goal Conditioned Policies—0
Learning and Exploiting Multiple Subgoals for Fast Exploration in Hierarchical Reinforcement Learning—0
Learning Extrinsic Dexterity with Parameterized Manipulation Primitives—0
Learning Functionally Decomposed Hierarchies for Continuous Navigation Tasks—0
Learning Functionally Decomposed Hierarchies for Continuous Control Tasks with Path Planning—0
Learning Hierarchical Interactive Multi-Object Search for Mobile Manipulation—0
Learning High-Level Planning Symbols from Intrinsically Motivated Experience—0
Learning how to Interact with a Complex Interface using Hierarchical Reinforcement Learning—0
Learning Representations in Model-Free Hierarchical Reinforcement Learning—0
Learning Subgoal Representations with Slow Dynamics—0
Learning Temporal Abstraction with Information-theoretic Constraints for Hierarchical Reinforcement Learning—0
Learning Temporally Extended Skills in Continuous Domains as Symbolic Actions for Planning—0
Learning to Control Visual Abstractions for Structured Exploration in Deep Reinforcement Learning—0
Learning to Interrupt: A Hierarchical Deep Reinforcement Learning Framework for Efficient Exploration—0
Learning to Learn Group Alignment: A Self-Tuning Credo Framework with Multiagent Teams—0
Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control—0
Learning When and What to Ask: a Hierarchical Reinforcement Learning Framework—0
A Framework for Learning to Request Rich and Contextually Useful Information from Humans—0
Learning World Graphs to Accelerate Hierarchical Reinforcement Learning—0
LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games—0
Let Humanoids Hike! Integrative Skill Development on Complex Trails—0
LGR2: Language Guided Reward Relabeling for Accelerating Hierarchical Reinforcement Learning—0
Mastering Multi-Drone Volleyball through Hierarchical Co-Self-Play Reinforcement Learning—0
Mastering the Digital Art of War: Developing Intelligent Combat Simulation Agents for Wargaming Using Hierarchical Reinforcement Learning—0
Matching options to tasks using Option-Indexed Hierarchical Reinforcement Learning—0
MRSD: Multi-Resolution Skill Discovery for HRL Agents—0
MTAC: Hierarchical Reinforcement Learning-based Multi-gait Terrain-adaptive Quadruped Controller—0
Asynchronous, Option-Based Multi-Agent Policy Gradient: A Conditional Reasoning Approach—0
Multi-agent Hierarchical Reinforcement Learning with Dynamic Termination—0
Multi-Agent Hierarchical Reinforcement Learning for Humanoid Navigation—0
Multi-lane Cruising Using Hierarchical Planning and Reinforcement Learning—0
Multimodal Hierarchical Reinforcement Learning Policy for Task-Oriented Visual Dialog—0
Multi-Session Budget Optimization for Forward Auction-based Federated Learning—0
Multi-Stage Temporal Difference Learning for 2048-like Games—0
Natural Option Critic—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1STARReturn0.85—Unverified