BabyAI 1.1

Backpropagation through time: what it does and how to do it

Werbos, P. J. (1990) · 1990

Earlier work this paper cites.

Long Short-Term Memory

Hochreiter, S. and Schmidhuber, J. (1997) · 1997

Earlier work this paper cites.

Combating false negatives in adversarial imitation learning

Original

Żołna, K., Saharia, C., Boussioux, L., Hui, D. Y.-T., Chevalier-Boisvert, M., Bahdanau, D., and Bengio, Y. (2020) · 2002

Earlier work this paper cites.

Gaussian Processes for Machine Learning

Rasmussen, C. E. and Williams, C. K. I. (2005) · 2005

Earlier work this paper cites.

Efficient estimation of word representations in vector space

Original

Mikolov, T., Chen, K., Corrado, G., and Dean, J. (2013) · 2013

Earlier work this paper cites.

Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Cho, K., van Merrienboer, B., Gulcehre, C., Bougares, F., Schwenk, H., and Bengio, Y. (2014) · 2014

Earlier work this paper cites.

Neural Machine Translation by Jointly Learning to Align and Translate

Bahdanau, D., Cho, K., and Bengio, Y. (2015) · 2015

Cited alongside, same era.

Adam: A Method for Stochastic Optimization

Kingma, D. P. and Ba, J. (2015) · 2015

Cited alongside, same era.

High-Dimensional Continuous Control Using Generalized Advantage Estimation

Schulman, J., Moritz, P., Levine, S., Jordan, M., and Abbeel, P. (2015) · 2015

Cited alongside, same era.

Ai safety gridworlds

Original

Leike, J., Martic, M., Krakovna, V., Ortega, P. A., Everitt, T., Lefrancq, A., Orseau, L., and Legg, S. (2017) · 2017

Cited alongside, same era.

FiLM: Visual Reasoning with a General Conditioning Layer

Perez, E., Strub, F., de Vries, H., Dumoulin, V., and Courville, A. (2017) · 2017

Cited alongside, same era.

Attend, adapt and transfer: Attentive deep architecture for adaptive transfer from multiple sources in the same domain

Rajendran, J., Lakshminarayanan, A. S., Khapra, M. M., Prasanna, P., and Ravindran, B. (2015) · 2017

Later among the works it cites.

Proximal Policy Optimization Algorithms

Original

Schulman, J., Wolski, F., Dhariwal, P., Radford, A., and Klimov, O. (2017) · 2017

Later among the works it cites.

Scalable trust-region method for deep reinforcement learning using kronecker-factored approximation

Original

Wu, Y., Mansimov, E., Liao, S., Grosse, R. B., and Ba, J. (2017) · 2017

Later among the works it cites.

gym-sokoban

Schrader, M.-P. B. (2018) · 2018

Later among the works it cites.

BabyAI: First steps towards grounded language learning with a human in the loop

Chevalier-Boisvert, M., Bahdanau, D., Lahlou, S., Willems, L., Saharia, C., Nguyen, T. H., and Bengio, Y. (2019) · 2019

Later among the works it cites.