Vlad Firoiu
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Artificial Intelligence in Games, Topic Modeling, Natural Language Processing Techniques, Logic, programming, and type systems
Most-Cited Works
- → IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures(2018)611 cited
- → Improving alignment of dialogue agents via targeted human judgements(2022)131 cited
- → Automated curricula through setter-solver interactions(2019)34 cited
- → Beating the World's Best at Super Smash Bros. with Deep Reinforcement Learning(2017)30 cited
- → At Human Speed: Deep Reinforcement Learning with Action Delay(2018)28 cited
- Automated curriculum generation through setter-solver interactions(2020)
- → Learning to Prove from Synthetic Theorems(2020)8 cited
- → Proving Theorems using Incremental Learning and Hindsight Experience Replay(2021)7 cited
- → Training a First-Order Theorem Prover from Synthetic Data(2021)4 cited
- → Automatic Inference for Inverting Software Simulators via Probabilistic Programming(2015)2 cited