Russ R. Salakhutdinov

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 11

Top Topics

Function Approximation

Temporal Difference Methods

Reinforcement Learning

Top Venues

Publications

Cheng-Fu Yang, Yao-Hung Hubert Tsai, Wan-Cyuan Fan, Russ R. Salakhutdinov, Louis-Philippe Morency, Frank Wang
Paraphrasing Is All You Need for Novel Object Captioning. NeurIPS (2022)
Emilio Parisotto, Russ R. Salakhutdinov
Efficient Transformers in Reinforcement Learning using Actor-Learner Distillation. ICLR (2021)
Russ R. Salakhutdinov
From Differentiable Reasoning to Self-supervised Embodied Active Learning. ICMI (2021)
Ruosong Wang, Russ R. Salakhutdinov, Lin F. Yang
Reinforcement Learning with General Value Function Approximation: Provably Efficient Approach via Bounded Eluder Dimension. NeurIPS (2020)
Yao-Hung Hubert Tsai, Han Zhao, Makoto Yamada, Louis-Philippe Morency, Russ R. Salakhutdinov
Neural Methods for Point-wise Dependency Estimation. NeurIPS (2020)
Devendra Singh Chaplot, Dhiraj Gandhi, Abhinav Gupta, Russ R. Salakhutdinov
Object Goal Navigation using Goal-Oriented Semantic Exploration. NeurIPS (2020)
Ruosong Wang, Simon S. Du, Lin F. Yang, Russ R. Salakhutdinov
On Reward-Free Reinforcement Learning with Linear Function Approximation. NeurIPS (2020)
Yao-Yuan Yang, Cyrus Rashtchian, Hongyang Zhang, Russ R. Salakhutdinov, Kamalika Chaudhuri
A Closer Look at Accuracy vs. Robustness. NeurIPS (2020)
Ruosong Wang, Peilin Zhong, Simon S. Du, Russ R. Salakhutdinov, Lin F. Yang
Planning with General Objective Functions: Going Beyond Total Rewards. NeurIPS (2020)
Lisa Lee, Ben Eysenbach, Russ R. Salakhutdinov, Shixiang Shane Gu, Chelsea Finn
Weakly-Supervised Reinforcement Learning for Controllable Behavior. NeurIPS (2020)
Ben Eysenbach, Xinyang Geng, Sergey Levine, Russ R. Salakhutdinov
Rewriting History with Inverse RL: Hindsight Inference for Policy Improvement. NeurIPS (2020)
R. Devon Hjelm, Kyunghyun Cho, Junyoung Chung, Russ R. Salakhutdinov, Vince D. Calhoun, Nebojsa Jojic
Iterative Refinement of Approximate Posterior for Training Directed Belief Networks. CoRR (2015)