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Papers

Showing 151175 of 677 papers

TitleStatusHype
FastTD3: Simple, Fast, and Capable Reinforcement Learning for Humanoid Control0
Surrogate-Assisted Evolutionary Reinforcement Learning Based on Autoencoder and Hyperbolic Neural Network0
Collision- and Reachability-Aware Multi-Robot Control with Grounded LLM Planners0
LLM-Explorer: A Plug-in Reinforcement Learning Policy Exploration Enhancement Driven by Large Language Models0
Policy-Driven World Model Adaptation for Robust Offline Model-based Reinforcement Learning0
Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains0
Offline Multi-agent Reinforcement Learning via Score Decomposition0
Directly Forecasting Belief for Reinforcement Learning with DelaysCode0
Variational OOD State Correction for Offline Reinforcement Learning0
Text-to-Decision Agent: Learning Generalist Policies from Natural Language Supervision0
Learning Transferable Friction Models and LuGre Identification via Physics Informed Neural Networks0
Adapting World Models with Latent-State Dynamics Residuals0
Beyond Non-Expert Demonstrations: Outcome-Driven Action Constraint for Offline Reinforcement Learning0
Handling Delay in Real-Time Reinforcement LearningCode0
Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent CooperationCode0
Adventurer: Exploration with BiGAN for Deep Reinforcement Learning0
CAE: Repurposing the Critic as an Explorer in Deep Reinforcement Learning0
Likelihood Reward Redistribution0
Application of linear regression method to the deep reinforcement learning in continuous action casesCode0
Residual Policy Gradient: A Reward View of KL-regularized Objective0
SrSv: Integrating Sequential Rollouts with Sequential Value Estimation for Multi-agent Reinforcement Learning0
AVG-DICE: Stationary Distribution Correction by Regression0
RIZE: Regularized Imitation Learning via Distributional Reinforcement LearningCode0
Offline Reinforcement Learning via Inverse OptimizationCode0
IL-SOAR : Imitation Learning with Soft Optimistic Actor cRitic0
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