conftrace_

partially observable markov decision process

211 papers

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Also known as

POMDP

Co-occurring keywords · papers mentioning both

reinforcement learning (39) belief state (31) sequential decision making (17) online planning (15) multi-agent system (14) monte carlo tree search (13) sample complexity (10) bayesian inference (10) partial observability (9) policy learning (9)

Papers

The Infinite Partially Observable Markov Decision Process NeurIPS 2009 Bayesian Model of Behaviour in Economic Games NeurIPS 2008 Bridging the Gap of Abstraction for Probabilistic Decision Making on a Multi-Modal Service Robot RSS 2008 Multi-Agent Filtering with Infinitely Nested Beliefs NeurIPS 2008 Particle Filter-based Policy Gradient in POMDPs NeurIPS 2008 SARSOP: Efficient Point-Based POMDP Planning by Approximating Optimally Reachable Belief Spaces RSS 2008 Bayes-Adaptive POMDPs NeurIPS 2007 Exponential Family Predictive Representations of State NeurIPS 2007 Theoretical Analysis of Heuristic Search Methods for Online POMDPs NeurIPS 2007 What makes some POMDP problems easy to approximate? NeurIPS 2007 Point-Based Value Iteration for Continuous POMDPs JMLR 2006