Paper Suggestion Form

1. LangGoal RL: https://arxiv.org/pdf/2008.06924.pdf
   • training the agent in such a way that it does a particular task just by giving a natural language input
2. Integrating Behaviour Cloning and RL : https://arxiv.org/pdf/1910.04281.pdf

Inverse Reinforcement Learning

1. Inverse RL (Andrew Ng, 2000) : https://ai.stanford.edu/~ang/papers/icml00-irl.pdf
2. Maximum Entropy IRL : https://www.aaai.org/Papers/AAAI/2008/AAAI08-227.pdf
3. Adversarial IRL : https://arxiv.org/pdf/1710.11248.pdf

Offline Reinforcement Learning

1. REM
2. CQL

Deep Q Learning:

1. Prioritized Experience Replay (https://arxiv.org/abs/1511.05952)
2. Revisiting Fundamentals of Experience Replay (https://arxiv.org/abs/2007.06700)
3. A Theoretical Analysis of Deep Q-Learning (https://arxiv.org/abs/1901.00137)