SOTAVerified

Model-based Reinforcement Learning

Papers

Showing 201250 of 708 papers

TitleStatusHype
Conservative Dual Policy Optimization for Efficient Model-Based Reinforcement Learning0
Exploring the Potential of World Models for Anomaly Detection in Autonomous Driving0
Efficient Exploration in Continuous-time Model-based Reinforcement Learning0
A Survey on Model-based Reinforcement Learning0
Efficient Bayes-Adaptive Reinforcement Learning using Sample-Based Search0
Facing Off World Model Backbones: RNNs, Transformers, and S40
Efficient Exploration for Model-based Reinforcement Learning with Continuous States and Actions0
Fast Exploration with Simplified Models and Approximately Optimistic Planning in Model Based Reinforcement Learning0
Fast Model Identification via Physics Engines for Data-Efficient Policy Search0
Active Learning for Control-Oriented Identification of Nonlinear Systems0
Interpretable Dynamics Models for Data-Efficient Reinforcement Learning0
Feedback-Based Tree Search for Reinforcement Learning0
Contrastive Unsupervised Learning of World Model with Invariant Causal Features0
Flexible and Efficient Long-Range Planning Through Curious Exploration0
Contrastive Value Learning: Implicit Models for Simple Offline RL0
FOSP: Fine-tuning Offline Safe Policy through World Models0
Fostering Event Compression using Gated Surprise0
Fractional Transfer Learning for Deep Model-Based Reinforcement Learning0
Free Will Belief as a consequence of Model-based Reinforcement Learning0
Frequency-based Search-control in Dyna0
Inverse Transition Learning: Learning Dynamics from Demonstrations0
Fully Decentralized Model-based Policy Optimization with Networked Agents0
EDGI: Equivariant Diffusion for Planning with Embodied Agents0
Approximating Energy Market Clearing and Bidding With Model-Based Reinforcement Learning0
Accelerating Goal-Directed Reinforcement Learning by Model Characterization0
COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RL0
Calibrated Value-Aware Model Learning with Stochastic Environment Models0
Generative Temporal Models with Spatial Memory for Partially Observed Environments0
GLAM: Global-Local Variation Awareness in Mamba-based World Model0
LanGWM: Language Grounded World Model0
Graph Neural Networks with Model-based Reinforcement Learning for Multi-agent Systems0
Goal-Space Planning with Subgoal Models0
Active Exploration in Bayesian Model-based Reinforcement Learning for Robot Manipulation0
Gradient-Aware Model-based Policy Search0
Critic PI2: Master Continuous Planning via Policy Improvement with Path Integrals and Deep Actor-Critic Reinforcement Learning0
Relational Object-Centric Actor-Critic0
INFOrmation Prioritization through EmPOWERment in Visual Model-Based RL0
Guided Safe Shooting: model based reinforcement learning with safety constraints0
Approximate infinite-horizon predictive control0
Dynamic Programming-based Approximate Optimal Control for Model-Based Reinforcement Learning0
Hill Climbing on Value Estimates for Search-control in Dyna0
Cycle-Consistent World Models for Domain Independent Latent Imagination0
How to Learn and Generalize From Three Minutes of Data: Physics-Constrained and Uncertainty-Aware Neural Stochastic Differential Equations0
Human Machine Co-adaption Interface via Cooperation Markov Decision Process System0
Hybrid RAG-empowered Multi-modal LLM for Secure Data Management in Internet of Medical Things: A Diffusion-based Contract Approach0
Dynamic Horizon Value Estimation for Model-based Reinforcement Learning0
Hyperspace Neighbor Penetration Approach to Dynamic Programming for Model-Based Reinforcement Learning Problems with Slowly Changing Variables in A Continuous State Space0
Identifying Ordinary Differential Equations for Data-efficient Model-based Reinforcement Learning0
Image Transformation Sequence Retrieval with General Reinforcement Learning0
Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation0
Show:102550
← PrevPage 5 of 15Next →

No leaderboard results yet.