Robust-Multitask-RL
Machine Learning Course Project Skoltech 2018
We implemented the Distral algorithm and replicated the results obtained in the recent Google DeepMind's paper: "Distral: Robust Multitask Reinforcement Learning"
Authors
- Anastasia Koloskova
- Alfredo de la Fuente
Resources & References
Papers:
- Distral: Robust Multitask Reinforcement Learning
- Actor-Mimic: Deep Multitask and Transfer Reinforcement Learning
- Reinforcement Learning with Deep Energy-Based Policies
- Asynchronous Methods for Deep Reinforcement Learning
- Equivalence Between Policy Gradients and Soft Q-Learning
- Policy Gradient Methods for Reinforcement Learning with Function Approximation
Textbooks:
Classes:
- David Silver's Reinforcement Learning Course (UCL, 2015)
- CS294 - Deep Reinforcement Learning (Berkeley, Fall 2015)
Repositories: