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Showing 51–75 of 677 papers

TitleStatusHype
On the Design of Safe Continual RL Methods for Control of Nonlinear SystemsCode0
Maximum Entropy Reinforcement Learning with Diffusion PolicyCode1
CAMEL: Continuous Action Masking Enabled by Large Language Models for Reinforcement Learning—0
A Unifying Framework for Causal Imitation Learning with Hidden Confounders—0
Low-Rank Agent-Specific Adaptation (LoRASA) for Multi-Agent Policy Learning—0
Behavioral Entropy-Guided Dataset Generation for Offline Reinforcement Learning—0
Task-Aware Virtual Training: Enhancing Generalization in Meta-Reinforcement Learning for Out-of-Distribution TasksCode0
IRIS: An Immersive Robot Interaction System—0
On Rollouts in Model-Based Reinforcement LearningCode0
Fat-to-Thin Policy Optimization: Offline RL with Sparse PoliciesCode0
Enhancing Online Reinforcement Learning with Meta-Learned Objective from Offline DataCode0
TIMRL: A Novel Meta-Reinforcement Learning Framework for Non-Stationary and Multi-Task Environments—0
An Empirical Study of Deep Reinforcement Learning in Continuing TasksCode0
SALE-Based Offline Reinforcement Learning with Ensemble Q-Networks—0
Entropy Regularized Task Representation Learning for Offline Meta-Reinforcement LearningCode0
Hierarchical Subspaces of Policies for Continual Offline Reinforcement Learning—0
Active Reinforcement Learning Strategies for Offline Policy Improvement—0
SMOSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control TasksCode0
RAT: Adversarial Attacks on Deep Reinforcement Agents for Targeted Behaviors—0
Inverse Delayed Reinforcement Learning—0
Hierarchical Prompt Decision Transformer: Improving Few-Shot Policy Generalization with Global and Adaptive Guidance—0
Fast Convergence of Softmax Policy Mirror Ascent—0
FM-TS: Flow Matching for Time Series GenerationCode1
Doubly Mild Generalization for Offline Reinforcement LearningCode1
Multi-Objective Algorithms for Learning Open-Ended Robotic Problems—0
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