conftrace_

Arash Tavakoli

5 papers · 2018–2022 · 3 conferences · across top CS/AI conferences

Achievements

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🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (5) 🌉 Interdisciplinary Bridge

Conferences

ICLR (3) ICML (1) NIPS (1)

Top co-authors

Mehdi Fatemi (3) Petar Kormushev (2) Vitaly Levdik (1) Dimitrije Antić (1) Fabio Pardo (1) Georg Martius (1) Harm Van Seijen (1) Maximilian Seitzer (1)

Keywords

reinforcement learning (2) policy optimization (2) markov decision process (1) discount factor (1) value function (1) value estimation (1) markov property (1) control task (1) experience replay (1) time limit (1) episodic training (1) action gap (1) logarithmic mapping (1)

Papers

Orchestrated Value Mapping for Reinforcement Learning ICLR 2022 On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks ICLR 2022 Learning to Represent Action Values as a Hypergraph on the Action Vertices ICLR 2021 Using a Logarithmic Mapping to Enable Lower Discount Factors in Reinforcement Learning NIPS 2019 Time Limits in Reinforcement Learning ICML 2018