conftrace_

temporal abstraction

75 papers

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Co-occurring keywords

hierarchical reinforcement learning (171) reinforcement learning (4352) option discovery (20) policy gradient (520) option framework (19) option learning (16) policy learning (702) hierarchical learning (87) skill discovery (45) model-based reinforcement learning (415)

Papers

Beyond Single-Speed Reasoning: Coordinating Fast and Slow Dynamics for Efficient World Modeling AAAI 2026
Extendable Planning via Multiscale Diffusion AAAI 2026
Discovering Options That Minimize Average Planning Time AAAI 2025
Variational Offline Multi-agent Skill Discovery IJCAI 2025
InnateCoder: Learning Programmatic Options with Foundation Models IJCAI 2025
Representation-driven Option Discovery in Reinforcement Learning AAAI 2025
Goal-Space Planning with Subgoal Models JMLR 2024
Learning Uncertainty-Aware Temporally-Extended Actions AAAI 2024
Learning Generalizable and Composable Abstractions for Transfer in Reinforcement Learning AAAI 2024
Increasing information for model predictive control with semi-Markov decision processes L4DC 2024
Reward-Respecting Subtasks for Model-Based Reinforcement Learning (Abstract Reprint) AAAI 2024
Learning Temporally AbstractWorld Models without Online Experimentation ICML 2023
Multi Time Scale World Models NIPS 2023
Creating Multi-Level Skill Hierarchies in Reinforcement Learning NIPS 2023
Improving Long-Horizon Imitation through Instruction Prediction AAAI 2023
Temporal Abstraction in Reinforcement Learning with the Successor Representation JMLR 2023
Sample Complexity of Goal-Conditioned Hierarchical Reinforcement Learning NIPS 2023
Provable Hierarchy-Based Meta-Reinforcement Learning AISTATS 2023
Reinforcement Learning with Option Machines IJCAI 2022
Skill-based Model-based Reinforcement Learning CORL 2022
Option Transfer and SMDP Abstraction with Successor Features IJCAI 2022
Disentangling Controlled Effects for Hierarchical Reinforcement Learning CLEAR 2022
DHRL: A Graph-Based Approach for Long-Horizon and Sparse Hierarchical Reinforcement Learning NIPS 2022
Context-Specific Representation Abstraction for Deep Option Learning AAAI 2022
Deep Reinforcement Learning with Hierarchical Structures IJCAI 2021