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Efficient Model-Based Reinforcement Learning through Optimistic Policy Search and Planning | DeepAI
Efficient Model-Based Reinforcement Learning through Optimistic Policy Search and Planning | DeepAI

MAKE | Free Full-Text | Recent Advances in Deep Reinforcement Learning Applications for Solving Partially Observable Markov Decision Processes (POMDP) Problems: Part 1—Fundamentals and Applications in Games, Robotics and Natural Language Processing
MAKE | Free Full-Text | Recent Advances in Deep Reinforcement Learning Applications for Solving Partially Observable Markov Decision Processes (POMDP) Problems: Part 1—Fundamentals and Applications in Games, Robotics and Natural Language Processing

Optimistic Planning for Belief-Augmented Markov Decision Processes
Optimistic Planning for Belief-Augmented Markov Decision Processes

PDF] On-Line Search for Solving Markov Decision Processes via Heuristic Sampling | Semantic Scholar
PDF] On-Line Search for Solving Markov Decision Processes via Heuristic Sampling | Semantic Scholar

A SURVEY OF OPTIMISTIC PLANNING IN MARKOV DECISION PROCESSES
A SURVEY OF OPTIMISTIC PLANNING IN MARKOV DECISION PROCESSES

From Bandits to Monte-Carlo Tree Search: The Optimistic Principle Applied to Optimization and Planning (Foundations and Trends(r) in Machine Learning): Munos, Remi: 9781601987662: Amazon.com: Books
From Bandits to Monte-Carlo Tree Search: The Optimistic Principle Applied to Optimization and Planning (Foundations and Trends(r) in Machine Learning): Munos, Remi: 9781601987662: Amazon.com: Books

Abstract | Practical Open-Loop Optimistic Planning
Abstract | Practical Open-Loop Optimistic Planning

Online learning for optimistic planning - ScienceDirect
Online learning for optimistic planning - ScienceDirect

Optimistic Planning of Deterministic Systems | SpringerLink
Optimistic Planning of Deterministic Systems | SpringerLink

Optimistic Planning for Belief-Augmented Markov Decision Processes
Optimistic Planning for Belief-Augmented Markov Decision Processes

Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism
Reinforcement Learning for Non-Stationary Markov Decision Processes: The Blessing of (More) Optimism

Fast Exact Planning in Markov Decision Processes
Fast Exact Planning in Markov Decision Processes

Online optimistic planning for Markov decision processes
Online optimistic planning for Markov decision processes

Supplementary material to “Optimistic planning for Markov decision processes”: Proofs
Supplementary material to “Optimistic planning for Markov decision processes”: Proofs

PDF] Simple Regret Optimization in Online Planning for Markov Decision Processes | Semantic Scholar
PDF] Simple Regret Optimization in Online Planning for Markov Decision Processes | Semantic Scholar

Abstract | Practical Open-Loop Optimistic Planning
Abstract | Practical Open-Loop Optimistic Planning

PDF] Optimistic Planning in Markov Decision Processes Using a Generative Model | Semantic Scholar
PDF] Optimistic Planning in Markov Decision Processes Using a Generative Model | Semantic Scholar

From Bandits to Monte-Carlo Tree Search: The Optimistic Principle Applied to Optimization and Planning (Foundations and Trends(r) in Machine Learning): Munos, Remi: 9781601987662: Amazon.com: Books
From Bandits to Monte-Carlo Tree Search: The Optimistic Principle Applied to Optimization and Planning (Foundations and Trends(r) in Machine Learning): Munos, Remi: 9781601987662: Amazon.com: Books

PPT - Sample-based Planning for Continuous Action Markov Decision Processes [on robots] PowerPoint Presentation - ID:5633146
PPT - Sample-based Planning for Continuous Action Markov Decision Processes [on robots] PowerPoint Presentation - ID:5633146

Sample-based Planning and Learning for Continuous Markov Decision Processes
Sample-based Planning and Learning for Continuous Markov Decision Processes

PDF) Optimistic Planning for Markov Decision Processes
PDF) Optimistic Planning for Markov Decision Processes

Optimistic planning for sparsely stochastic systems
Optimistic planning for sparsely stochastic systems

PDF] Simple Regret Optimization in Online Planning for Markov Decision Processes | Semantic Scholar
PDF] Simple Regret Optimization in Online Planning for Markov Decision Processes | Semantic Scholar

Planning for Markov Decision Processes with Sparse Stochasticity
Planning for Markov Decision Processes with Sparse Stochasticity