ENTITY
Predictive State Representations
Predictive State Representations
PulseAugur coverage of Predictive State Representations — every cluster mentioning Predictive State Representations across labs, papers, and developer communities, ranked by signal.
Total · 30d
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2 over 90d
Releases · 30d
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0 over 90d
Papers · 30d
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2 over 90d
TIER MIX · 90D
TOPICS
RECENT · PAGE 1/1 · 2 TOTAL
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New framework defines canonical world models for AI agents
This paper introduces a framework for understanding world models in reinforcement learning by categorizing them based on the channel they model: the environment, the agent, or the joint agent-environment system. Utilizi…
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New method enables AI agents to learn complex hidden-state systems
Researchers have developed a new method for autonomous agents to learn and reason about systems with hidden states, a problem often framed as learning a discrete Partially Observable Markov Decision Process (POMDP). The…