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10/31/2019
A Narration-based Reward Shaping Approach using Grounded Natural Language Commands
While deep reinforcement learning techniques have led to agents that are...
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04/24/2019
Grounding Natural Language Commands to StarCraft II Game States for Narration-Guided Reinforcement Learning
While deep reinforcement learning techniques have led to agents that are...
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09/13/2018
Coordination-driven learning in multi-agent problem spaces
We discuss the role of coordination as a direct learning objective in mu...
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07/23/2018
Measuring collaborative emergent behavior in multi-agent reinforcement learning
Multi-agent reinforcement learning (RL) has important implications for t...
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07/16/2018