Vitaly Levdik

2 papers · 2018–2020 · 2 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (5) 🌉 Interdisciplinary Bridge

Conferences

AAAI (1) ICML (1)

Top co-authors

Petar Kormushev (2) Fabio Pardo (2) Arash Tavakoli (1)

Research topics

Reinforcement Learning (1)

Keywords

reinforcement learning (2) policy optimization (1) markov decision process (1) value iteration (1) off-policy learning (1) convolutional neural network (1) goal-conditioned policy (1) exploration strategy (1) goal-conditioned reinforcement learning (1) markov property (1) control task (1) experience replay (1) time limit (1) episodic training (1) all-goals update (1) all-goals updating (1)

Papers

Scaling All-Goals Updates in Reinforcement Learning Using Convolutional Neural Networks AAAI 2020

Time Limits in Reinforcement Learning ICML 2018