perfect information games
2 episodes mention this concept
lexfridmanAlphaZero, Self-Play, and the Path to General AI
TechnologySelf-playReinforcement LearningAlphaGo ZeroAlphaZero- lexfridman
AI's Superhuman Strategy: Nash Equilibrium in Poker and Diplomacy with Noam Brown
TechnologyGame TheoryNash EquilibriumSelf-playCounterfactual Regret Minimization (CFR)
Knowledge Graph
Related concepts — line thickness indicates connection strength. Click any node to explore.
Related concepts
Concepts that appear alongside perfect information games across episodes.
- superhuman performance
- reinforcement learning
- self-play
- alphazero
- theory of mind (ai)
- common knowledge belief
- brittle ai systems
- messy perceptual inputs
- knowledge extraction (from human data)
- muzero
- zero-sum games
- minimax optimal behavior
- non-player characters (npcs)
- bluffing
- exploitative play
- model-based reinforcement learning
- imperfect information games
- risk-averse strategy
- expected value
- learning without explicit rules