Poster

Learning Action Translator for Meta Reinforcement Learning on Sparse-Reward Tasks

Batch Reinforcement Learning through Continuation Method

Predictive Information Accelerates Learning in RL

Memory-Based Trajectory-Conditioned Policies for Learning from Sparse Rewards

Generative Adversarial Self-Imitation Learning

Contingency-Aware Exploration in Reinforcement Learning

Self-Imitation Learning

Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision