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Dota 2

Dota 2 is a multiplayer online battle arena (MOBA). The task is to train one-or-more agents to play and win the game.

( Image credit: OpenAI Five )

Papers

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Showing 1–10 of 27 papers

TitleStatusHype
An Empirical Model of Large-Batch TrainingCode2
Proximal Policy Optimization AlgorithmsCode2
Semantic HELM: A Human-Readable Memory for Reinforcement LearningCode1
Joint action loss for proximal policy optimizationCode1
Machine learning models for DOTA 2 outcomes predictionCode1
TLeague: A Framework for Competitive Self-Play based Distributed Multi-Agent Reinforcement LearningCode1
Multi-Agent Collaboration via Reward Attribution DecompositionCode1
Context-Aware Toxicity Detection in Multiplayer Games: Integrating Domain-Adaptive Pretraining and Match MetadataCode0
Fine-Tuning Pre-trained Language Models to Detect In-Game Trash Talks—0
Minimax Exploiter: A Data Efficient Approach for Competitive Self-Play—0
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