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Transfer Reinforcement Learning

Papers

Showing 125 of 41 papers

TitleStatusHype
Pessimism Principle Can Be Effective: Towards a Framework for Zero-Shot Transfer Reinforcement Learning0
Beam Selection in ISAC using Contextual Bandit with Multi-modal Transformer and Transfer Learning0
Hybrid Transfer Reinforcement Learning: Provable Sample Efficiency from Shifted-Dynamics DataCode0
The Limits of Transfer Reinforcement Learning with Latent Low-rank Structure0
Transfer Reinforcement Learning in Heterogeneous Action Spaces using Subgoal Mapping0
SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning0
An Overview of Machine Learning-Enabled Optimization for Reconfigurable Intelligent Surfaces-Aided 6G Networks: From Reinforcement Learning to Large Language Models0
Enabling Multi-Agent Transfer Reinforcement Learning via Scenario Independent Representation0
Value Explicit Pretraining for Learning Transferable Representations0
Efficient Multi-Task and Transfer Reinforcement Learning with Parameter-Compositional Framework0
Reinforcement Learning in the Wild with Maximum Likelihood-based Model Transfer0
Provably Sample-Efficient RL with Side Information about Latent Dynamics0
Transfer Reinforcement Learning for Differing Action Spaces via Q-Network RepresentationsCode1
Learning from Peers: Deep Transfer Reinforcement Learning for Joint Radio and Cache Resource Allocation in 5G RAN Slicing0
AdaRL: What, Where, and How to Adapt in Transfer Reinforcement LearningCode1
Learning without Knowing: Unobserved Context in Continuous Transfer Reinforcement Learning0
Procedural Content Generation: Better Benchmarks for Transfer Reinforcement Learning0
Scalable Multiagent Driving Policies For Reducing Traffic CongestionCode0
Domain Adaptation In Reinforcement Learning Via Latent Unified State RepresentationCode1
Action Priors for Large Action Spaces in RoboticsCode0
Learn Dynamic-Aware State Embedding for Transfer Learning0
Modular Transfer Learning with Transition Mismatch Compensation for Excessive Disturbance Rejection0
Adaptive Energy Management for Real Driving Conditions via Transfer Reinforcement Learning0
Transfer Reinforcement Learning under Unobserved Contextual Information0
Universal Successor Features for Transfer Reinforcement Learning0
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