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Mixed Q-Functionals: Advancing Value-Based Methods in Cooperative MARL with Continuous Action Domains
In this paper, we diverge from the trend of further enhancing critic networks, and focus on improving the effectiveness of value-based methods in multi-agent continuous domains by concurrently evaluating numerous actions.
D-CBRS: Accounting For Intra-Class Diversity in Continual Learning
Continual learning -- accumulating knowledge from a sequence of learning experiences -- is an important yet challenging problem.
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