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item_type: 1
item_id: 47031623e2c6451fb36730ffe93380ea
item_updated_time: 1781251983045
title_diff: "[{\"diffs\":[[1,\"Roadmap\"]],\"start1\":0,\"start2\":0,\"length1\":0,\"length2\":7}]"
body_diff: "[{\"diffs\":[[1,\"# Poker Bot & Live Server Roadmap\\\n\\\n## Phase 1: Simulation Testbed ✅\\\n\\\n**Remaining for mass simulation**\\\n- GUI adaption for configuration of simulations and bots\\\n\\\n---\\\n\\\n## Bot Framework\\\n**Goal:** All bot types with playability enhancement\\\n\\\n**Bot core implementations** (partially complete)\\\n- Logging of decision-making process\\\n\\\n**Advanced bots**\\\n- Modular Strategy assembly via configuration files (modular strategy factory)\\\n- Nash equilibrium calculator for SNG endgame – port from Java\\\n- Statistical tracking bot – port from Java\\\n- GPU acceleration for mass rollouts\\\n- Hand-reading opponent modeling (possibly with GPU integration)\\\n- Flop playability precomputation & score integration\\\n- Basic reinforcement learning skeleton\\\n- Hybrid bot combining multiple approaches\\\n- Genetic algorithm for bot evolution (via configuration files)\\\n\\\n---\\\n\\\n### Live Server Infrastructure\\\n**Goal:** Real-time bot deployment\\\n\\\n**Server core**\\\n- Network protocol design (TBD: WebSocket, JSON, MQ, etc.)\\\n- Actions (incl. early fold and table selection), events (incl. table switches and available tables)\\\n- Client registration and management\\\n- Game state synchronization\\\n- Action dispatch system\\\n- Event logging for analysis of problems\\\n\\\n**Client adapter system**\\\n- Client factory for different poker environments\\\n- Screen / protocol scraping adapters\\\n- Table selection logic\\\n- Configuration-driven game selection\\\n\\\n---\\\n\\\n### Integration & Polish\\\n**Goal:** Production-ready system\\\n\\\n**Advanced features**\\\n- Real-time strategy adaptation\\\n- Multi-table coordination\\\n- Bankroll management\\\n- Risk adjustment based on results\\\n\\\n**Optimization and deployment**\\\n- Performance profiling and optimization\\\n- Error handling and recovery\\\n- Documentation and examples\\\n- Deployment scripts and configuration\"]],\"start1\":0,\"start2\":0,\"length1\":0,\"length2\":1765}]"
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updated_time: 2026-06-12T08:16:35.123Z
created_time: 2026-06-12T08:16:35.123Z
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