… an imitation learning approach to automatically learn cache … eviction decision given the future
cache accesses. While directly … patterns, and call this approach PARROT. When evaluated …

… a cache replacement policy technique to increase the cache hit rate. This policy can improve
the efficiency of cache … Ahn, “An imitation learning approach for cache replacement,” in In: …

… We propose an imitation learning architecture to calculate the eviction probability distribution
to approximate the oracle policy. We innovatively introduce the binary crossentropy loss …

… imitation learning to train cache replacement policies to mimic an optimal replacement … this
work will focus on simple caches that are effective for evaluating cache replacement policies. …

… the utility of deep reinforcement learning (DRL) in cache replacement policies. Most of the …
block in the cache and uses heuristic or ML methods to design cache replacement policies. In …

… In this paper, we propose a novel Gaussian process imitation learning (GPIL) method to …
GPIL method lies in exploiting the unique enumeration tree structure of B&B, and learning how …

… , this paper proposes an imitation learning enabled task … it does not require RSUs to cache
or process computational tasks for … , we design an imitation learning-based method to conquer …

… into other research fields like scheduling [35] and cache replacement problem [25]. … [46]
proposed thirdperson imitation learning (TPIL) which partition the discriminator into feature …

… a multiagent imitation learning based computation offloading algo… computing based on
multiagent imitation learning. Generally, … , communication and caching scheduling among edge …

… imitation learning based (IL-based) method and reinforcement learning based (RL-based)
method to infer the data that are most likely to be used in the future by learning the behaviour …