Nicolas Pierre Mickael Porcel

Alchemy: A benchmark and analysis toolkit for meta-reinforcement learning agents

There has been rapidly growing interest in meta-learning as a method for increasing the flexibility and sample efficiency of reinforcement learning. One problem in this area of research, however, has been a scarcity of adequate benchmark tasks. In general, the structure underlying past benchmarks ha…